Merge pull request #2228 from Tornado-Tim/update-oref

Update Oref to 0.7.0
This commit is contained in:
Milos Kozak 2020-04-06 09:45:15 +02:00 committed by GitHub
commit 731bd1c8cb
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6 changed files with 358 additions and 247 deletions

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@ -31,14 +31,13 @@ function calculate_expected_delta(target_bg, eventual_bg, bgi) {
// (hours * mins_per_hour) / 5 = how many 5 minute periods in 2h = 24
var five_min_blocks = (2 * 60) / 5;
var target_delta = target_bg - eventual_bg;
var expectedDelta = round(bgi + (target_delta / five_min_blocks), 1);
return expectedDelta;
return /* expectedDelta */ round(bgi + (target_delta / five_min_blocks), 1);
}
function convert_bg(value, profile)
{
if (profile.out_units == "mmol/L")
if (profile.out_units === "mmol/L")
{
return round(value / 18, 1).toFixed(1);
}
@ -48,10 +47,76 @@ function convert_bg(value, profile)
}
}
var determine_basal = function determine_basal(glucose_status, currenttemp, iob_data, profile, autosens_data, meal_data, tempBasalFunctions, microBolusAllowed, reservoir_data) {
function enable_smb(
profile,
microBolusAllowed,
meal_data,
target_bg
) {
// disable SMB when a high temptarget is set
if (! microBolusAllowed) {
console.error("SMB disabled (!microBolusAllowed)");
return false;
} else if (! profile.allowSMB_with_high_temptarget && profile.temptargetSet && target_bg > 100) {
console.error("SMB disabled due to high temptarget of",target_bg);
return false;
} else if (meal_data.bwFound === true && profile.A52_risk_enable === false) {
console.error("SMB disabled due to Bolus Wizard activity in the last 6 hours.");
return false;
}
// enable SMB/UAM if always-on (unless previously disabled for high temptarget)
if (profile.enableSMB_always === true) {
if (meal_data.bwFound) {
console.error("Warning: SMB enabled within 6h of using Bolus Wizard: be sure to easy bolus 30s before using Bolus Wizard");
} else {
console.error("SMB enabled due to enableSMB_always");
}
return true;
}
// enable SMB/UAM (if enabled in preferences) while we have COB
if (profile.enableSMB_with_COB === true && meal_data.mealCOB) {
if (meal_data.bwCarbs) {
console.error("Warning: SMB enabled with Bolus Wizard carbs: be sure to easy bolus 30s before using Bolus Wizard");
} else {
console.error("SMB enabled for COB of",meal_data.mealCOB);
}
return true;
}
// enable SMB/UAM (if enabled in preferences) for a full 6 hours after any carb entry
// (6 hours is defined in carbWindow in lib/meal/total.js)
if (profile.enableSMB_after_carbs === true && meal_data.carbs ) {
if (meal_data.bwCarbs) {
console.error("Warning: SMB enabled with Bolus Wizard carbs: be sure to easy bolus 30s before using Bolus Wizard");
} else {
console.error("SMB enabled for 6h after carb entry");
}
return true;
}
// enable SMB/UAM (if enabled in preferences) if a low temptarget is set
if (profile.enableSMB_with_temptarget === true && (profile.temptargetSet && target_bg < 100)) {
if (meal_data.bwFound) {
console.error("Warning: SMB enabled within 6h of using Bolus Wizard: be sure to easy bolus 30s before using Bolus Wizard");
} else {
console.error("SMB enabled for temptarget of",convert_bg(target_bg, profile));
}
return true;
}
console.error("SMB disabled (no enableSMB preferences active or no condition satisfied)");
return false;
}
var determine_basal = function determine_basal(glucose_status, currenttemp, iob_data, profile, autosens_data, meal_data, tempBasalFunctions, microBolusAllowed, reservoir_data, currentTime) {
var rT = {}; //short for requestedTemp
var deliverAt = new Date();
if (currentTime) {
deliverAt = new Date(currentTime);
}
if (typeof profile === 'undefined' || typeof profile.current_basal === 'undefined') {
rT.error ='Error: could not get current basal rate';
@ -61,26 +126,41 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
var basal = profile_current_basal;
var systemTime = new Date();
if (currentTime) {
systemTime = currentTime;
}
var bgTime = new Date(glucose_status.date);
var minAgo = round( (systemTime - bgTime) / 60 / 1000 ,1);
var bg = glucose_status.glucose;
if (bg < 39) { //Dexcom is in ??? mode or calibrating
rT.reason = "CGM is calibrating or in ??? state";
var noise = glucose_status.noise;
// 38 is an xDrip error state that usually indicates sensor failure
// all other BG values between 11 and 37 mg/dL reflect non-error-code BG values, so we should zero temp for those
if (bg <= 10 || bg === 38 || noise >= 3) { //Dexcom is in ??? mode or calibrating, or xDrip reports high noise
rT.reason = "CGM is calibrating, in ??? state, or noise is high";
}
if (minAgo > 12 || minAgo < -5) { // Dexcom data is too old, or way in the future
rT.reason = "If current system time "+systemTime+" is correct, then BG data is too old. The last BG data was read "+minAgo+"m ago at "+bgTime;
// if BG is too old/noisy, or is changing less than 1 mg/dL/5m for 45m, cancel any high temps and shorten any long zero temps
//cherry pick from oref upstream dev cb8e94990301277fb1016c778b4e9efa55a6edbc
} else if ( bg > 60 && glucose_status.delta == 0 && glucose_status.short_avgdelta > -1 && glucose_status.short_avgdelta < 1 && glucose_status.long_avgdelta > -1 && glucose_status.long_avgdelta < 1 ) {
if ( glucose_status.last_cal && glucose_status.last_cal < 3 ) {
rT.reason = "CGM was just calibrated";
} else {
rT.reason = "Error: CGM data is unchanged for the past ~45m";
}
}
if (bg < 39 || minAgo > 12 || minAgo < -5) {
if (currenttemp.rate >= basal) { // high temp is running
rT.reason += ". Canceling high temp basal of "+currenttemp.rate;
//cherry pick from oref upstream dev cb8e94990301277fb1016c778b4e9efa55a6edbc
if (bg <= 10 || bg === 38 || noise >= 3 || minAgo > 12 || minAgo < -5 || ( bg > 60 && glucose_status.delta == 0 && glucose_status.short_avgdelta > -1 && glucose_status.short_avgdelta < 1 && glucose_status.long_avgdelta > -1 && glucose_status.long_avgdelta < 1 ) ) {
if (currenttemp.rate > basal) { // high temp is running
rT.reason += ". Replacing high temp basal of "+currenttemp.rate+" with neutral temp of "+basal;
rT.deliverAt = deliverAt;
rT.temp = 'absolute';
rT.duration = 0;
rT.rate = 0;
rT.duration = 30;
rT.rate = basal;
return rT;
//return tempBasalFunctions.setTempBasal(basal, 30, profile, rT, currenttemp);
} else if ( currenttemp.rate == 0 && currenttemp.duration > 30 ) { //shorten long zero temps to 30m
} else if ( currenttemp.rate === 0 && currenttemp.duration > 30 ) { //shorten long zero temps to 30m
rT.reason += ". Shortening " + currenttemp.duration + "m long zero temp to 30m. ";
rT.deliverAt = deliverAt;
rT.temp = 'absolute';
@ -115,14 +195,14 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
var sensitivityRatio;
var high_temptarget_raises_sensitivity = profile.exercise_mode || profile.high_temptarget_raises_sensitivity;
var normalTarget = 100; // evaluate high/low temptarget against 100, not scheduled basal (which might change)
var normalTarget = 100; // evaluate high/low temptarget against 100, not scheduled target (which might change)
if ( profile.half_basal_exercise_target ) {
var halfBasalTarget = profile.half_basal_exercise_target;
} else {
var halfBasalTarget = 160; // when temptarget is 160 mg/dL, run 50% basal (120 = 75%; 140 = 60%)
halfBasalTarget = 160; // when temptarget is 160 mg/dL, run 50% basal (120 = 75%; 140 = 60%)
// 80 mg/dL with low_temptarget_lowers_sensitivity would give 1.5x basal, but is limited to autosens_max (1.2x by default)
}
if ( high_temptarget_raises_sensitivity && profile.temptargetSet && target_bg > normalTarget + 10
if ( high_temptarget_raises_sensitivity && profile.temptargetSet && target_bg > normalTarget
|| profile.low_temptarget_lowers_sensitivity && profile.temptargetSet && target_bg < normalTarget ) {
// w/ target 100, temp target 110 = .89, 120 = 0.8, 140 = 0.67, 160 = .57, and 200 = .44
// e.g.: Sensitivity ratio set to 0.8 based on temp target of 120; Adjusting basal from 1.65 to 1.35; ISF from 58.9 to 73.6
@ -132,36 +212,36 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
// limit sensitivityRatio to profile.autosens_max (1.2x by default)
sensitivityRatio = Math.min(sensitivityRatio, profile.autosens_max);
sensitivityRatio = round(sensitivityRatio,2);
console.error("Sensitivity ratio set to "+sensitivityRatio+" based on temp target of "+target_bg+"; ");
} else if (typeof autosens_data !== 'undefined' ) {
console.log("Sensitivity ratio set to "+sensitivityRatio+" based on temp target of "+target_bg+"; ");
} else if (typeof autosens_data !== 'undefined' && autosens_data) {
sensitivityRatio = autosens_data.ratio;
console.error("Autosens ratio: "+sensitivityRatio+"; ");
console.log("Autosens ratio: "+sensitivityRatio+"; ");
}
if (sensitivityRatio) {
basal = profile.current_basal * sensitivityRatio;
basal = round_basal(basal, profile);
if (basal != profile_current_basal) {
console.error("Adjusting basal from "+profile_current_basal+" to "+basal+"; ");
if (basal !== profile_current_basal) {
console.log("Adjusting basal from "+profile_current_basal+" to "+basal+"; ");
} else {
console.error("Basal unchanged: "+basal+"; ");
console.log("Basal unchanged: "+basal+"; ");
}
}
// adjust min, max, and target BG for sensitivity, such that 50% increase in ISF raises target from 100 to 120
if (profile.temptargetSet) {
//console.error("Temp Target set, not adjusting with autosens; ");
} else if (typeof autosens_data !== 'undefined' ) {
//console.log("Temp Target set, not adjusting with autosens; ");
} else if (typeof autosens_data !== 'undefined' && autosens_data) {
if ( profile.sensitivity_raises_target && autosens_data.ratio < 1 || profile.resistance_lowers_target && autosens_data.ratio > 1 ) {
// with a target of 100, default 0.7-1.2 autosens min/max range would allow a 93-117 target range
min_bg = round((min_bg - 60) / autosens_data.ratio) + 60;
max_bg = round((max_bg - 60) / autosens_data.ratio) + 60;
new_target_bg = round((target_bg - 60) / autosens_data.ratio) + 60;
var new_target_bg = round((target_bg - 60) / autosens_data.ratio) + 60;
// don't allow target_bg below 80
new_target_bg = Math.max(80, new_target_bg);
if (target_bg == new_target_bg) {
console.error("target_bg unchanged: "+new_target_bg+"; ");
if (target_bg === new_target_bg) {
console.log("target_bg unchanged: "+new_target_bg+"; ");
} else {
console.error("target_bg from "+target_bg+" to "+new_target_bg+"; ");
console.log("target_bg from "+target_bg+" to "+new_target_bg+"; ");
}
target_bg = new_target_bg;
}
@ -197,34 +277,33 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
var profile_sens = round(profile.sens,1)
var sens = profile.sens;
if (typeof autosens_data !== 'undefined' ) {
if (typeof autosens_data !== 'undefined' && autosens_data) {
sens = profile.sens / sensitivityRatio;
sens = round(sens, 1);
if (sens != profile_sens) {
console.error("ISF from "+profile_sens+" to "+sens);
if (sens !== profile_sens) {
console.log("ISF from "+profile_sens+" to "+sens);
} else {
console.error("ISF unchanged: "+sens);
console.log("ISF unchanged: "+sens);
}
//console.error(" (autosens ratio "+sensitivityRatio+")");
//console.log(" (autosens ratio "+sensitivityRatio+")");
}
console.error("; CR:",profile.carb_ratio);
// compare currenttemp to iob_data.lastTemp and cancel temp if they don't match
var lastTempAge;
if (typeof iob_data.lastTemp !== 'undefined' ) {
lastTempAge = round(( new Date().getTime() - iob_data.lastTemp.date ) / 60000); // in minutes
// } ---- added to not produce errors
lastTempAge = round(( new Date(systemTime).getTime() - iob_data.lastTemp.date ) / 60000); // in minutes
} else {
lastTempAge = 0;
}
//console.error("currenttemp:",currenttemp,"lastTemp:",JSON.stringify(iob_data.lastTemp),"lastTempAge:",lastTempAge,"m");
tempModulus = (lastTempAge + currenttemp.duration) % 30;
var tempModulus = (lastTempAge + currenttemp.duration) % 30;
console.error("currenttemp:",currenttemp,"lastTempAge:",lastTempAge,"m","tempModulus:",tempModulus,"m");
rT.temp = 'absolute';
rT.deliverAt = deliverAt;
if ( microBolusAllowed && currenttemp && iob_data.lastTemp && currenttemp.rate != iob_data.lastTemp.rate ) {
rT.reason = "Warning: currenttemp rate "+currenttemp.rate+" != lastTemp rate "+iob_data.lastTemp.rate+" from pumphistory; setting neutral temp of "+basal+".";
return tempBasalFunctions.setTempBasal(basal, 30, profile, rT, currenttemp);
if ( microBolusAllowed && currenttemp && iob_data.lastTemp && currenttemp.rate !== iob_data.lastTemp.rate && lastTempAge > 10 && currenttemp.duration ) {
rT.reason = "Warning: currenttemp rate "+currenttemp.rate+" != lastTemp rate "+iob_data.lastTemp.rate+" from pumphistory; canceling temp";
return tempBasalFunctions.setTempBasal(0, 0, profile, rT, currenttemp);
}
if ( currenttemp && iob_data.lastTemp && currenttemp.duration > 0 ) {
// TODO: fix this (lastTemp.duration is how long it has run; currenttemp.duration is time left
@ -234,10 +313,10 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
//}
//console.error(lastTempAge, round(iob_data.lastTemp.duration,1), round(lastTempAge - iob_data.lastTemp.duration,1));
var lastTempEnded = lastTempAge - iob_data.lastTemp.duration
if ( lastTempEnded > 5 ) {
rT.reason = "Warning: currenttemp running but lastTemp from pumphistory ended "+lastTempEnded+"m ago; setting neutral temp of "+basal+".";
if ( lastTempEnded > 5 && lastTempAge > 10 ) {
rT.reason = "Warning: currenttemp running but lastTemp from pumphistory ended "+lastTempEnded+"m ago; canceling temp";
//console.error(currenttemp, round(iob_data.lastTemp,1), round(lastTempAge,1));
return tempBasalFunctions.setTempBasal(basal, 30, profile, rT, currenttemp);
return tempBasalFunctions.setTempBasal(0, 0, profile, rT, currenttemp);
}
// TODO: figure out a way to do this check that doesn't fail across basal schedule boundaries
//if ( tempModulus < 25 && tempModulus > 5 ) {
@ -264,37 +343,44 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
if (iob_data.iob > 0) {
var naive_eventualBG = round( bg - (iob_data.iob * sens) );
} else { // if IOB is negative, be more conservative and use the lower of sens, profile.sens
var naive_eventualBG = round( bg - (iob_data.iob * Math.min(sens, profile.sens) ) );
naive_eventualBG = round( bg - (iob_data.iob * Math.min(sens, profile.sens) ) );
}
// and adjust it for the deviation above
var eventualBG = naive_eventualBG + deviation;
// calculate what portion of that is due to bolussnooze
//var bolusContrib = iob_data.bolussnooze * sens;
// and add it back in to get snoozeBG, plus another 50% to avoid low-temping at mealtime
//var naive_snoozeBG = round( naive_eventualBG + 1.5 * bolusContrib );
// adjust that for deviation like we did eventualBG
//var snoozeBG = naive_snoozeBG + deviation;
// adjust target BG range if needed to safely bring down high BG faster without causing lows
if ( bg > max_bg && profile.adv_target_adjustments && ! profile.temptargetSet ) {
// raise target for noisy / raw CGM data
if (glucose_status.noise >= 2) {
// increase target at least 10% (default 30%) for raw / noisy data
var noisyCGMTargetMultiplier = Math.max( 1.1, profile.noisyCGMTargetMultiplier );
// don't allow maxRaw above 250
var maxRaw = Math.min( 250, profile.maxRaw );
var adjustedMinBG = round(Math.min(200, min_bg * noisyCGMTargetMultiplier ));
var adjustedTargetBG = round(Math.min(200, target_bg * noisyCGMTargetMultiplier ));
var adjustedMaxBG = round(Math.min(200, max_bg * noisyCGMTargetMultiplier ));
console.log("Raising target_bg for noisy / raw CGM data, from "+target_bg+" to "+adjustedTargetBG+"; ");
min_bg = adjustedMinBG;
target_bg = adjustedTargetBG;
max_bg = adjustedMaxBG;
// adjust target BG range if configured to bring down high BG faster
} else if ( bg > max_bg && profile.adv_target_adjustments && ! profile.temptargetSet ) {
// with target=100, as BG rises from 100 to 160, adjustedTarget drops from 100 to 80
var adjustedMinBG = round(Math.max(80, min_bg - (bg - min_bg)/3 ),0);
var adjustedTargetBG =round( Math.max(80, target_bg - (bg - target_bg)/3 ),0);
var adjustedMaxBG = round(Math.max(80, max_bg - (bg - max_bg)/3 ),0);
adjustedMinBG = round(Math.max(80, min_bg - (bg - min_bg)/3 ),0);
adjustedTargetBG =round( Math.max(80, target_bg - (bg - target_bg)/3 ),0);
adjustedMaxBG = round(Math.max(80, max_bg - (bg - max_bg)/3 ),0);
// if eventualBG, naive_eventualBG, and target_bg aren't all above adjustedMinBG, dont use it
//console.error("naive_eventualBG:",naive_eventualBG+", eventualBG:",eventualBG);
if (eventualBG > adjustedMinBG && naive_eventualBG > adjustedMinBG && min_bg > adjustedMinBG) {
console.error("Adjusting targets for high BG: min_bg from "+min_bg+" to "+adjustedMinBG+"; ");
console.log("Adjusting targets for high BG: min_bg from "+min_bg+" to "+adjustedMinBG+"; ");
min_bg = adjustedMinBG;
} else {
console.error("min_bg unchanged: "+min_bg+"; ");
console.log("min_bg unchanged: "+min_bg+"; ");
}
// if eventualBG, naive_eventualBG, and target_bg aren't all above adjustedTargetBG, dont use it
if (eventualBG > adjustedTargetBG && naive_eventualBG > adjustedTargetBG && target_bg > adjustedTargetBG) {
console.error("target_bg from "+target_bg+" to "+adjustedTargetBG+"; ");
console.log("target_bg from "+target_bg+" to "+adjustedTargetBG+"; ");
target_bg = adjustedTargetBG;
} else {
console.error("target_bg unchanged: "+target_bg+"; ");
console.log("target_bg unchanged: "+target_bg+"; ");
}
// if eventualBG, naive_eventualBG, and max_bg aren't all above adjustedMaxBG, dont use it
if (eventualBG > adjustedMaxBG && naive_eventualBG > adjustedMaxBG && max_bg > adjustedMaxBG) {
@ -321,7 +407,6 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
, 'bg': bg
, 'tick': tick
, 'eventualBG': eventualBG
//, 'snoozeBG': snoozeBG
, 'insulinReq': 0
, 'reservoir' : reservoir_data // The expected reservoir volume at which to deliver the microbolus (the reservoir volume from right before the last pumphistory run)
, 'deliverAt' : deliverAt // The time at which the microbolus should be delivered
@ -341,71 +426,13 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
ZTpredBGs.push(bg);
UAMpredBGs.push(bg);
// enable SMB whenever we have COB or UAM is enabled
// SMB is disabled by default, unless explicitly enabled in preferences.json
var enableSMB=false;
// disable SMB when a high temptarget is set
if (! microBolusAllowed) {
console.error("SMB disabled (!microBolusAllowed)")
} else if (! profile.allowSMB_with_high_temptarget && profile.temptargetSet && target_bg > 100) {
console.error("SMB disabled due to high temptarget of",target_bg);
enableSMB=false;
// enable SMB/UAM (if enabled in preferences) while we have COB
} else if (profile.enableSMB_with_COB === true && meal_data.mealCOB) {
if (meal_data.bwCarbs) {
if (profile.A52_risk_enable) {
console.error("Warning: SMB enabled with Bolus Wizard carbs: be sure to easy bolus 30s before using Bolus Wizard")
enableSMB=true;
} else {
console.error("SMB not enabled for Bolus Wizard COB");
}
} else {
console.error("SMB enabled for COB of",meal_data.mealCOB);
enableSMB=true;
}
// enable SMB/UAM (if enabled in preferences) for a full 6 hours after any carb entry
// (6 hours is defined in carbWindow in lib/meal/total.js)
} else if (profile.enableSMB_after_carbs === true && meal_data.carbs ) {
if (meal_data.bwCarbs) {
if (profile.A52_risk_enable) {
console.error("Warning: SMB enabled with Bolus Wizard carbs: be sure to easy bolus 30s before using Bolus Wizard")
enableSMB=true;
} else {
console.error("SMB not enabled for Bolus Wizard carbs");
}
} else {
console.error("SMB enabled for 6h after carb entry");
enableSMB=true;
}
// enable SMB/UAM (if enabled in preferences) if a low temptarget is set
} else if (profile.enableSMB_with_temptarget === true && (profile.temptargetSet && target_bg < 100)) {
if (meal_data.bwFound) {
if (profile.A52_risk_enable) {
console.error("Warning: SMB enabled within 6h of using Bolus Wizard: be sure to easy bolus 30s before using Bolus Wizard")
enableSMB=true;
} else {
console.error("enableSMB_with_temptarget not supported within 6h of using Bolus Wizard");
}
} else {
console.error("SMB enabled for temptarget of",convert_bg(target_bg, profile));
enableSMB=true;
}
// enable SMB/UAM if always-on (unless previously disabled for high temptarget)
} else if (profile.enableSMB_always === true) {
if (meal_data.bwFound) {
if (profile.A52_risk_enable === true) {
console.error("Warning: SMB enabled within 6h of using Bolus Wizard: be sure to easy bolus 30s before using Bolus Wizard")
enableSMB=true;
} else {
console.error("enableSMB_always not supported within 6h of using Bolus Wizard");
}
} else {
console.error("SMB enabled due to enableSMB_always");
enableSMB=true;
}
} else {
console.error("SMB disabled (no enableSMB preferences active)");
}
var enableSMB = enable_smb(
profile,
microBolusAllowed,
meal_data,
target_bg
);
// enable UAM (if enabled in preferences)
var enableUAM=(profile.enableUAM);
@ -417,43 +444,48 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
// calculate current carb absorption rate, and how long to absorb all carbs
// CI = current carb impact on BG in mg/dL/5m
ci = round((minDelta - bgi),1);
uci = round((minDelta - bgi),1);
var uci = round((minDelta - bgi),1);
// ISF (mg/dL/U) / CR (g/U) = CSF (mg/dL/g)
if (profile.temptargetSet) {
// TODO: remove commented-out code for old behavior
//if (profile.temptargetSet) {
// if temptargetSet, use unadjusted profile.sens to allow activity mode sensitivityRatio to adjust CR
var csf = profile.sens / profile.carb_ratio;
} else {
//var csf = profile.sens / profile.carb_ratio;
//} else {
// otherwise, use autosens-adjusted sens to counteract autosens meal insulin dosing adjustments
// so that autotuned CR is still in effect even when basals and ISF are being adjusted by autosens
var csf = sens / profile.carb_ratio;
}
//var csf = sens / profile.carb_ratio;
//}
// use autosens-adjusted sens to counteract autosens meal insulin dosing adjustments so that
// autotuned CR is still in effect even when basals and ISF are being adjusted by TT or autosens
// this avoids overdosing insulin for large meals when low temp targets are active
csf = sens / profile.carb_ratio;
console.error("profile.sens:",profile.sens,"sens:",sens,"CSF:",csf);
var maxCarbAbsorptionRate = 30; // g/h; maximum rate to assume carbs will absorb if no CI observed
// limit Carb Impact to maxCarbAbsorptionRate * csf in mg/dL per 5m
maxCI = round(maxCarbAbsorptionRate*csf*5/60,1)
var maxCI = round(maxCarbAbsorptionRate*csf*5/60,1)
if (ci > maxCI) {
console.error("Limiting carb impact from",ci,"to",maxCI,"mg/dL/5m (",maxCarbAbsorptionRate,"g/h )");
ci = maxCI;
}
// set meal_carbimpact high enough to absorb all meal carbs over 6 hours
// total_impact (mg/dL) = CSF (mg/dL/g) * carbs (g)
//console.error(csf * meal_data.carbs);
// meal_carbimpact (mg/dL/5m) = CSF (mg/dL/g) * carbs (g) / 6 (h) * (1h/60m) * 5 (m/5m) * 2 (for linear decay)
//var meal_carbimpact = round((csf * meal_data.carbs / 6 / 60 * 5 * 2),1)
var remainingCATimeMin = 3; // h; before carb absorption starts
// adjust remainingCATime (instead of CR) for autosens
remainingCATimeMin = remainingCATimeMin / sensitivityRatio;
var remainingCATimeMin = 3; // h; duration of expected not-yet-observed carb absorption
// adjust remainingCATime (instead of CR) for autosens if sensitivityRatio defined
if (sensitivityRatio){
remainingCATimeMin = remainingCATimeMin / sensitivityRatio;
}
// 20 g/h means that anything <= 60g will get a remainingCATimeMin, 80g will get 4h, and 120g 6h
// when actual absorption ramps up it will take over from remainingCATime
var assumedCarbAbsorptionRate = 20; // g/h; maximum rate to assume carbs will absorb if no CI observed
var remainingCATime = remainingCATimeMin; // added by mike https://github.com/openaps/oref0/issues/884
var remainingCATime = remainingCATimeMin;
if (meal_data.carbs) {
// if carbs * assumedCarbAbsorptionRate > remainingCATimeMin, raise it
// so <= 90g is assumed to take 3h, and 120g=4h
remainingCATimeMin = Math.max(remainingCATimeMin, meal_data.mealCOB/assumedCarbAbsorptionRate);
var lastCarbAge = round(( new Date().getTime() - meal_data.lastCarbTime ) / 60000);
var lastCarbAge = round(( new Date(systemTime).getTime() - meal_data.lastCarbTime ) / 60000);
//console.error(meal_data.lastCarbTime, lastCarbAge);
fractionCOBAbsorbed = ( meal_data.carbs - meal_data.mealCOB ) / meal_data.carbs;
var fractionCOBAbsorbed = ( meal_data.carbs - meal_data.mealCOB ) / meal_data.carbs;
remainingCATime = remainingCATimeMin + 1.5 * lastCarbAge/60;
remainingCATime = round(remainingCATime,1);
//console.error(fractionCOBAbsorbed, remainingCATimeAdjustment, remainingCATime)
@ -478,7 +510,6 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
// remainingCIpeak (mg/dL/5m) = remainingCarbs (g) * CSF (mg/dL/g) * 5 (m/5m) * 1h/60m / (remainingCATime/2) (h)
var remainingCIpeak = remainingCarbs * csf * 5 / 60 / (remainingCATime/2);
//console.error(profile.min_5m_carbimpact,ci,totalCI,totalCA,remainingCarbs,remainingCI,remainingCATime);
//if (meal_data.mealCOB * 3 > meal_data.carbs) { }
// calculate peak deviation in last hour, and slope from that to current deviation
var slopeFromMaxDeviation = round(meal_data.slopeFromMaxDeviation,2);
@ -488,17 +519,17 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
var slopeFromDeviations = Math.min(slopeFromMaxDeviation,-slopeFromMinDeviation/3);
//console.error(slopeFromMaxDeviation);
aci = 10;
var aci = 10;
//5m data points = g * (1U/10g) * (40mg/dL/1U) / (mg/dL/5m)
// duration (in 5m data points) = COB (g) * CSF (mg/dL/g) / ci (mg/dL/5m)
// limit cid to remainingCATime hours: the reset goes to remainingCI
if (ci == 0) {
if (ci === 0) {
// avoid divide by zero
cid = 0;
} else {
cid = Math.min(remainingCATime*60/5/2,Math.max(0, meal_data.mealCOB * csf / ci ));
}
acid = Math.max(0, meal_data.mealCOB * csf / aci );
var acid = Math.max(0, meal_data.mealCOB * csf / aci );
// duration (hours) = duration (5m) * 5 / 60 * 2 (to account for linear decay)
console.error("Carb Impact:",ci,"mg/dL per 5m; CI Duration:",round(cid*5/60*2,1),"hours; remaining CI (~2h peak):",round(remainingCIpeak,1),"mg/dL per 5m");
//console.error("Accel. Carb Impact:",aci,"mg/dL per 5m; ACI Duration:",round(acid*5/60*2,1),"hours");
@ -529,18 +560,18 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
try {
iobArray.forEach(function(iobTick) {
//console.error(iobTick);
predBGI = round(( -iobTick.activity * sens * 5 ), 2);
predZTBGI = round(( -iobTick.iobWithZeroTemp.activity * sens * 5 ), 2);
var predBGI = round(( -iobTick.activity * sens * 5 ), 2);
var predZTBGI = round(( -iobTick.iobWithZeroTemp.activity * sens * 5 ), 2);
// for IOBpredBGs, predicted deviation impact drops linearly from current deviation down to zero
// over 60 minutes (data points every 5m)
predDev = ci * ( 1 - Math.min(1,IOBpredBGs.length/(60/5)) );
var predDev = ci * ( 1 - Math.min(1,IOBpredBGs.length/(60/5)) );
IOBpredBG = IOBpredBGs[IOBpredBGs.length-1] + predBGI + predDev;
// calculate predBGs with long zero temp without deviations
ZTpredBG = ZTpredBGs[ZTpredBGs.length-1] + predZTBGI;
var ZTpredBG = ZTpredBGs[ZTpredBGs.length-1] + predZTBGI;
// for COBpredBGs, predicted carb impact drops linearly from current carb impact down to zero
// eventually accounting for all carbs (if they can be absorbed over DIA)
predCI = Math.max(0, Math.max(0,ci) * ( 1 - COBpredBGs.length/Math.max(cid*2,1) ) );
predACI = Math.max(0, Math.max(0,aci) * ( 1 - COBpredBGs.length/Math.max(acid*2,1) ) );
var predCI = Math.max(0, Math.max(0,ci) * ( 1 - COBpredBGs.length/Math.max(cid*2,1) ) );
var predACI = Math.max(0, Math.max(0,aci) * ( 1 - COBpredBGs.length/Math.max(acid*2,1) ) );
// if any carbs aren't absorbed after remainingCATime hours, assume they'll absorb in a /\ shaped
// bilinear curve peaking at remainingCIpeak at remainingCATime/2 hours (remainingCATime/2*12 * 5m)
// and ending at remainingCATime h (remainingCATime*12 * 5m intervals)
@ -549,18 +580,18 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
remainingCItotal += predCI+remainingCI;
remainingCIs.push(round(remainingCI,0));
predCIs.push(round(predCI,0));
//console.error(round(predCI,1)+"+"+round(remainingCI,1)+" ");
//console.log(round(predCI,1)+"+"+round(remainingCI,1)+" ");
COBpredBG = COBpredBGs[COBpredBGs.length-1] + predBGI + Math.min(0,predDev) + predCI + remainingCI;
aCOBpredBG = aCOBpredBGs[aCOBpredBGs.length-1] + predBGI + Math.min(0,predDev) + predACI;
var aCOBpredBG = aCOBpredBGs[aCOBpredBGs.length-1] + predBGI + Math.min(0,predDev) + predACI;
// for UAMpredBGs, predicted carb impact drops at slopeFromDeviations
// calculate predicted CI from UAM based on slopeFromDeviations
predUCIslope = Math.max(0, uci + ( UAMpredBGs.length*slopeFromDeviations ) );
var predUCIslope = Math.max(0, uci + ( UAMpredBGs.length*slopeFromDeviations ) );
// if slopeFromDeviations is too flat, predicted deviation impact drops linearly from
// current deviation down to zero over 3h (data points every 5m)
predUCImax = Math.max(0, uci * ( 1 - UAMpredBGs.length/Math.max(3*60/5,1) ) );
var predUCImax = Math.max(0, uci * ( 1 - UAMpredBGs.length/Math.max(3*60/5,1) ) );
//console.error(predUCIslope, predUCImax);
// predicted CI from UAM is the lesser of CI based on deviationSlope or DIA
predUCI = Math.min(predUCIslope, predUCImax);
var predUCI = Math.min(predUCIslope, predUCImax);
if(predUCI>0) {
//console.error(UAMpredBGs.length,slopeFromDeviations, predUCI);
UAMduration=round((UAMpredBGs.length+1)*5/60,1);
@ -582,7 +613,7 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
// set minPredBGs starting when currently-dosed insulin activity will peak
// look ahead 60m (regardless of insulin type) so as to be less aggressive on slower insulins
var insulinPeakTime = 60;
// add 30m to allow for insluin delivery (SMBs or temps)
// add 30m to allow for insulin delivery (SMBs or temps)
insulinPeakTime = 90;
var insulinPeak5m = (insulinPeakTime/60)*12;
//console.error(insulinPeakTime, insulinPeak5m, profile.insulinPeakTime, profile.curve);
@ -599,19 +630,18 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
// set eventualBG to include effect of carbs
//console.error("PredBGs:",JSON.stringify(predBGs));
} catch (e) {
console.error("Problem with iobArray. Optional feature Advanced Meal Assist disabled:",e);
console.error("Problem with iobArray. Optional feature Advanced Meal Assist disabled");
}
if (meal_data.mealCOB) {
console.error("predCIs (mg/dL/5m):",predCIs.join(" "));
console.error("remainingCIs: ",remainingCIs.join(" "));
}
//,"totalCA:",round(totalCA,2),"remainingCItotal/csf+totalCA:",round(remainingCItotal/csf+totalCA,2));
rT.predBGs = {};
IOBpredBGs.forEach(function(p, i, theArray) {
theArray[i] = round(Math.min(401,Math.max(39,p)));
});
for (var i=IOBpredBGs.length-1; i > 12; i--) {
if (IOBpredBGs[i-1] != IOBpredBGs[i]) { break; }
if (IOBpredBGs[i-1] !== IOBpredBGs[i]) { break; }
else { IOBpredBGs.pop(); }
}
rT.predBGs.IOB = IOBpredBGs;
@ -619,10 +649,9 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
ZTpredBGs.forEach(function(p, i, theArray) {
theArray[i] = round(Math.min(401,Math.max(39,p)));
});
for (var i=ZTpredBGs.length-1; i > 6; i--) {
//if (ZTpredBGs[i-1] != ZTpredBGs[i]) { break; }
for (i=ZTpredBGs.length-1; i > 6; i--) {
// stop displaying ZTpredBGs once they're rising and above target
if (ZTpredBGs[i-1] >= ZTpredBGs[i] || ZTpredBGs[i] < target_bg) { break; }
if (ZTpredBGs[i-1] >= ZTpredBGs[i] || ZTpredBGs[i] <= target_bg) { break; }
else { ZTpredBGs.pop(); }
}
rT.predBGs.ZT = ZTpredBGs;
@ -631,19 +660,17 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
aCOBpredBGs.forEach(function(p, i, theArray) {
theArray[i] = round(Math.min(401,Math.max(39,p)));
});
for (var i=aCOBpredBGs.length-1; i > 12; i--) {
if (aCOBpredBGs[i-1] != aCOBpredBGs[i]) { break; }
for (i=aCOBpredBGs.length-1; i > 12; i--) {
if (aCOBpredBGs[i-1] !== aCOBpredBGs[i]) { break; }
else { aCOBpredBGs.pop(); }
}
// disable for now. may want to add a preference to re-enable
//rT.predBGs.aCOB = aCOBpredBGs;
}
if (meal_data.mealCOB > 0 && ( ci > 0 || remainingCIpeak > 0 )) {
COBpredBGs.forEach(function(p, i, theArray) {
theArray[i] = round(Math.min(401,Math.max(39,p)));
});
for (var i=COBpredBGs.length-1; i > 12; i--) {
if (COBpredBGs[i-1] != COBpredBGs[i]) { break; }
for (i=COBpredBGs.length-1; i > 12; i--) {
if (COBpredBGs[i-1] !== COBpredBGs[i]) { break; }
else { COBpredBGs.pop(); }
}
rT.predBGs.COB = COBpredBGs;
@ -655,8 +682,8 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
UAMpredBGs.forEach(function(p, i, theArray) {
theArray[i] = round(Math.min(401,Math.max(39,p)));
});
for (var i=UAMpredBGs.length-1; i > 12; i--) {
if (UAMpredBGs[i-1] != UAMpredBGs[i]) { break; }
for (i=UAMpredBGs.length-1; i > 12; i--) {
if (UAMpredBGs[i-1] !== UAMpredBGs[i]) { break; }
else { UAMpredBGs.pop(); }
}
rT.predBGs.UAM = UAMpredBGs;
@ -666,7 +693,7 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
}
}
// set eventualBG and snoozeBG based on COB or UAM predBGs
// set eventualBG based on COB or UAM predBGs
rT.eventualBG = eventualBG;
}
@ -733,14 +760,6 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
//console.error("minUAMPredBG:",minUAMPredBG,"minZTGuardBG:",minZTGuardBG,"minZTUAMPredBG:",minZTUAMPredBG);
// if any carbs have been entered recently
if (meal_data.carbs) {
// average the minIOBPredBG and minUAMPredBG if available
/*
if ( minUAMPredBG < 999 ) {
avgMinPredBG = round( (minIOBPredBG+minUAMPredBG)/2 );
} else {
avgMinPredBG = minIOBPredBG;
}
*/
// if UAM is disabled, use max of minIOBPredBG, minCOBPredBG
if ( ! enableUAM && minCOBPredBG < 999 ) {
@ -748,30 +767,29 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
// if we have COB, use minCOBPredBG, or blendedMinPredBG if it's higher
} else if ( minCOBPredBG < 999 ) {
// calculate blendedMinPredBG based on how many carbs remain as COB
//blendedMinPredBG = fractionCarbsLeft*minCOBPredBG + (1-fractionCarbsLeft)*minUAMPredBG;
blendedMinPredBG = fractionCarbsLeft*minCOBPredBG + (1-fractionCarbsLeft)*minZTUAMPredBG;
var blendedMinPredBG = fractionCarbsLeft*minCOBPredBG + (1-fractionCarbsLeft)*minZTUAMPredBG;
// if blendedMinPredBG > minCOBPredBG, use that instead
minPredBG = round(Math.max(minIOBPredBG, minCOBPredBG, blendedMinPredBG));
// if carbs have been entered, but have expired, use minUAMPredBG
} else {
//minPredBG = minUAMPredBG;
} else if ( enableUAM ) {
minPredBG = minZTUAMPredBG;
} else {
minPredBG = minGuardBG;
}
// in pure UAM mode, use the higher of minIOBPredBG,minUAMPredBG
} else if ( enableUAM ) {
//minPredBG = round(Math.max(minIOBPredBG,minUAMPredBG));
minPredBG = round(Math.max(minIOBPredBG,minZTUAMPredBG));
}
// make sure minPredBG isn't higher than avgPredBG
minPredBG = Math.min( minPredBG, avgPredBG );
console.error("minPredBG: "+minPredBG+" minIOBPredBG: "+minIOBPredBG+" minZTGuardBG: "+minZTGuardBG);
console.log("minPredBG: "+minPredBG+" minIOBPredBG: "+minIOBPredBG+" minZTGuardBG: "+minZTGuardBG);
if (minCOBPredBG < 999) {
console.error(" minCOBPredBG: "+minCOBPredBG);
console.log(" minCOBPredBG: "+minCOBPredBG);
}
if (minUAMPredBG < 999) {
console.error(" minUAMPredBG: "+minUAMPredBG);
console.log(" minUAMPredBG: "+minUAMPredBG);
}
console.error(" avgPredBG:",avgPredBG,"COB:",meal_data.mealCOB,"/",meal_data.carbs);
// But if the COB line falls off a cliff, don't trust UAM too much:
@ -790,9 +808,7 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
rT.reason += ", UAMpredBG " + convert_bg(lastUAMpredBG, profile)
}
rT.reason += "; ";
//var bgUndershoot = threshold - Math.min(minGuardBG, Math.max( naive_eventualBG, eventualBG ));
// use naive_eventualBG if above 40, but switch to minGuardBG if both eventualBGs hit floor of 39
//var carbsReqBG = Math.max( naive_eventualBG, eventualBG );
var carbsReqBG = naive_eventualBG;
if ( carbsReqBG < 40 ) {
carbsReqBG = Math.min( minGuardBG, carbsReqBG );
@ -802,14 +818,14 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
var minutesAboveMinBG = 240;
var minutesAboveThreshold = 240;
if (meal_data.mealCOB > 0 && ( ci > 0 || remainingCIpeak > 0 )) {
for (var i=0; i<COBpredBGs.length; i++) {
for (i=0; i<COBpredBGs.length; i++) {
//console.error(COBpredBGs[i], min_bg);
if ( COBpredBGs[i] < min_bg ) {
minutesAboveMinBG = 5*i;
break;
}
}
for (var i=0; i<COBpredBGs.length; i++) {
for (i=0; i<COBpredBGs.length; i++) {
//console.error(COBpredBGs[i], threshold);
if ( COBpredBGs[i] < threshold ) {
minutesAboveThreshold = 5*i;
@ -817,14 +833,14 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
}
}
} else {
for (var i=0; i<IOBpredBGs.length; i++) {
for (i=0; i<IOBpredBGs.length; i++) {
//console.error(IOBpredBGs[i], min_bg);
if ( IOBpredBGs[i] < min_bg ) {
minutesAboveMinBG = 5*i;
break;
}
}
for (var i=0; i<IOBpredBGs.length; i++) {
for (i=0; i<IOBpredBGs.length; i++) {
//console.error(IOBpredBGs[i], threshold);
if ( IOBpredBGs[i] < threshold ) {
minutesAboveThreshold = 5*i;
@ -848,9 +864,8 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
if ( minutesAboveThreshold < 240 || minutesAboveMinBG < 60 ) {
console.error("BG projected to remain above",convert_bg(threshold,profile),"for",minutesAboveThreshold,"minutes");
}
// include at least minutesAboveMinBG worth of zero temps in calculating carbsReq
// include at least minutesAboveThreshold worth of zero temps in calculating carbsReq
// always include at least 30m worth of zero temp (carbs to 80, low temp up to target)
//var zeroTempDuration = Math.max(30,minutesAboveMinBG);
var zeroTempDuration = minutesAboveThreshold;
// BG undershoot, minus effect of zero temps until hitting min_bg, converted to grams, minus COB
var zeroTempEffect = profile.current_basal*sens*zeroTempDuration/60;
@ -871,7 +886,7 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
// predictive low glucose suspend mode: BG is / is projected to be < threshold
} else if ( bg < threshold || minGuardBG < threshold ) {
rT.reason += "minGuardBG " + convert_bg(minGuardBG, profile) + "<" + convert_bg(threshold, profile);
var bgUndershoot = target_bg - minGuardBG;
bgUndershoot = target_bg - minGuardBG;
var worstCaseInsulinReq = bgUndershoot / sens;
var durationReq = round(60*worstCaseInsulinReq / profile.current_basal);
durationReq = round(durationReq/30)*30;
@ -880,6 +895,13 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
return tempBasalFunctions.setTempBasal(0, durationReq, profile, rT, currenttemp);
}
// if not in LGS mode, cancel temps before the top of the hour to reduce beeping/vibration
// console.error(profile.skip_neutral_temps, rT.deliverAt.getMinutes());
if ( profile.skip_neutral_temps && rT.deliverAt.getMinutes() >= 55 ) {
rT.reason += "; Canceling temp at " + rT.deliverAt.getMinutes() + "m past the hour. ";
return tempBasalFunctions.setTempBasal(0, 0, profile, rT, currenttemp);
}
if (eventualBG < min_bg) { // if eventual BG is below target:
rT.reason += "Eventual BG " + convert_bg(eventualBG, profile) + " < " + convert_bg(min_bg, profile);
// if 5m or 30m avg BG is rising faster than expected delta
@ -904,9 +926,7 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
}
// calculate 30m low-temp required to get projected BG up to target
// use snoozeBG to more gradually ramp in any counteraction of the user's boluses
// multiply by 2 to low-temp faster for increased hypo safety
//var insulinReq = 2 * Math.min(0, (snoozeBG - target_bg) / sens);
var insulinReq = 2 * Math.min(0, (eventualBG - target_bg) / sens);
insulinReq = round( insulinReq , 2);
// calculate naiveInsulinReq based on naive_eventualBG
@ -914,7 +934,6 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
naiveInsulinReq = round( naiveInsulinReq , 2);
if (minDelta < 0 && minDelta > expectedDelta) {
// if we're barely falling, newinsulinReq should be barely negative
//rT.reason += ", Snooze BG " + convert_bg(snoozeBG, profile);
var newinsulinReq = round(( insulinReq * (minDelta / expectedDelta) ), 2);
//console.error("Increasing insulinReq from " + insulinReq + " to " + newinsulinReq);
insulinReq = newinsulinReq;
@ -922,6 +941,7 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
// rate required to deliver insulinReq less insulin over 30m:
var rate = basal + (2 * insulinReq);
rate = round_basal(rate, profile);
// if required temp < existing temp basal
var insulinScheduled = currenttemp.duration * (currenttemp.rate - basal) / 60;
// if current temp would deliver a lot (30% of basal) less than the required insulin,
@ -937,18 +957,17 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
} else {
// calculate a long enough zero temp to eventually correct back up to target
if ( rate <=0 ) {
var bgUndershoot = target_bg - naive_eventualBG;
var worstCaseInsulinReq = bgUndershoot / sens;
var durationReq = round(60*worstCaseInsulinReq / profile.current_basal);
bgUndershoot = target_bg - naive_eventualBG;
worstCaseInsulinReq = bgUndershoot / sens;
durationReq = round(60*worstCaseInsulinReq / profile.current_basal);
if (durationReq < 0) {
durationReq = 0;
// don't set an SMB zero temp longer than 60 minutess
// don't set a temp longer than 120 minutes
} else {
durationReq = round(durationReq/30)*30;
durationReq = Math.min(60,Math.max(0,durationReq));
durationReq = Math.min(120,Math.max(0,durationReq));
}
//console.error(durationReq);
//rT.reason += "insulinReq " + insulinReq + "; "
if (durationReq > 0) {
rT.reason += ", setting " + durationReq + "m zero temp. ";
return tempBasalFunctions.setTempBasal(rate, durationReq, profile, rT, currenttemp);
@ -995,8 +1014,7 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
// eventual BG is at/above target
// if iob is over max, just cancel any temps
// if we're not here because of SMB, eventual BG is at/above target
if (! (microBolusAllowed && rT.COB)) {
if ( eventualBG >= max_bg ) {
rT.reason += "Eventual BG " + convert_bg(eventualBG, profile) + " >= " + convert_bg(max_bg, profile) + ", ";
}
if (iob_data.iob > max_iob) {
@ -1012,15 +1030,7 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
// insulinReq is the additional insulin required to get minPredBG down to target_bg
//console.error(minPredBG,eventualBG);
//var insulinReq = round( (Math.min(minPredBG,eventualBG) - target_bg) / sens, 2);
var insulinReq = round( (Math.min(minPredBG,eventualBG) - target_bg) / sens, 2);
// when dropping, but not as fast as expected, reduce insulinReq proportionally
// to the what fraction of expectedDelta we're dropping at
//if (minDelta < 0 && minDelta > expectedDelta) {
//var newinsulinReq = round(( insulinReq * (1 - (minDelta / expectedDelta)) ), 2);
//console.error("Reducing insulinReq from " + insulinReq + " to " + newinsulinReq + " for minDelta " + minDelta + " vs. expectedDelta " + expectedDelta);
//insulinReq = newinsulinReq;
//}
insulinReq = round( (Math.min(minPredBG,eventualBG) - target_bg) / sens, 2);
// if that would put us over max_iob, then reduce accordingly
if (insulinReq > max_iob-iob_data.iob) {
rT.reason += "max_iob " + max_iob + ", ";
@ -1028,49 +1038,56 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
}
// rate required to deliver insulinReq more insulin over 30m:
var rate = basal + (2 * insulinReq);
rate = basal + (2 * insulinReq);
rate = round_basal(rate, profile);
insulinReq = round(insulinReq,3);
rT.insulinReq = insulinReq;
//console.error(iob_data.lastBolusTime);
// minutes since last bolus
var lastBolusAge = round(( new Date().getTime() - iob_data.lastBolusTime ) / 60000,1);
var lastBolusAge = round(( new Date(systemTime).getTime() - iob_data.lastBolusTime ) / 60000,1);
//console.error(lastBolusAge);
//console.error(profile.temptargetSet, target_bg, rT.COB);
// only allow microboluses with COB or low temp targets, or within DIA hours of a bolus
if (microBolusAllowed && enableSMB && bg > threshold) {
// never bolus more than maxSMBBasalMinutes worth of basal
mealInsulinReq = round( meal_data.mealCOB / profile.carb_ratio ,3);
if (typeof profile.maxSMBBasalMinutes == 'undefined' ) {
maxBolus = round( profile.current_basal * 30 / 60 ,1);
var mealInsulinReq = round( meal_data.mealCOB / profile.carb_ratio ,3);
if (typeof profile.maxSMBBasalMinutes === 'undefined' ) {
var maxBolus = round( profile.current_basal * 30 / 60 ,1);
console.error("profile.maxSMBBasalMinutes undefined: defaulting to 30m");
// if IOB covers more than COB, limit maxBolus to 30m of basal
} else if ( iob_data.iob > mealInsulinReq && iob_data.iob > 0 ) {
console.error("IOB",iob_data.iob,"> COB",meal_data.mealCOB+"; mealInsulinReq =",mealInsulinReq);
maxBolus = round( profile.current_basal * 30 / 60 ,1);
if (profile.maxUAMSMBBasalMinutes) {
console.error("profile.maxUAMSMBBasalMinutes:",profile.maxUAMSMBBasalMinutes,"profile.current_basal:",profile.current_basal);
maxBolus = round( profile.current_basal * profile.maxUAMSMBBasalMinutes / 60 ,1);
} else {
console.error("profile.maxUAMSMBBasalMinutes undefined: defaulting to 30m");
maxBolus = round( profile.current_basal * 30 / 60 ,1);
}
} else {
console.error("profile.maxSMBBasalMinutes:",profile.maxSMBBasalMinutes,"profile.current_basal:",profile.current_basal);
maxBolus = round( profile.current_basal * profile.maxSMBBasalMinutes / 60 ,1);
}
// bolus 1/2 the insulinReq, up to maxBolus, rounding down to nearest 0.1U
microBolus = Math.floor(Math.min(insulinReq/2,maxBolus)*10)/10;
// bolus 1/2 the insulinReq, up to maxBolus, rounding down to nearest bolus increment
var roundSMBTo = 1 / profile.bolus_increment;
var microBolus = Math.floor(Math.min(insulinReq/2,maxBolus)*roundSMBTo)/roundSMBTo;
// calculate a long enough zero temp to eventually correct back up to target
var smbTarget = target_bg;
var worstCaseInsulinReq = (smbTarget - (naive_eventualBG + minIOBPredBG)/2 ) / sens;
var durationReq = round(60*worstCaseInsulinReq / profile.current_basal);
worstCaseInsulinReq = (smbTarget - (naive_eventualBG + minIOBPredBG)/2 ) / sens;
durationReq = round(60*worstCaseInsulinReq / profile.current_basal);
// if insulinReq > 0 but not enough for a microBolus, don't set an SMB zero temp
if (insulinReq > 0 && microBolus < 0.1) {
if (insulinReq > 0 && microBolus < profile.bolus_increment) {
durationReq = 0;
}
var smbLowTempReq = 0;
if (durationReq <= 0) {
durationReq = 0;
// don't set a temp longer than 120 minutes
// don't set an SMB zero temp longer than 60 minutes
} else if (durationReq >= 30) {
durationReq = round(durationReq/30)*30;
durationReq = Math.min(120,Math.max(0,durationReq));
durationReq = Math.min(60,Math.max(0,durationReq));
} else {
// if SMB durationReq is less than 30m, set a nonzero low temp
smbLowTempReq = round( basal * durationReq/30 ,2);
@ -1085,17 +1102,23 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
}
rT.reason += ". ";
//allow SMBs every 3 minutes
var nextBolusMins = round(3-lastBolusAge,1);
//allow SMBs every 3 minutes by default
var SMBInterval = 3;
if (profile.SMBInterval) {
// allow SMBIntervals between 1 and 10 minutes
SMBInterval = Math.min(10,Math.max(1,profile.SMBInterval));
}
var nextBolusMins = round(SMBInterval-lastBolusAge,0);
var nextBolusSeconds = round((SMBInterval - lastBolusAge) * 60, 0) % 60;
//console.error(naive_eventualBG, insulinReq, worstCaseInsulinReq, durationReq);
console.error("naive_eventualBG",naive_eventualBG+",",durationReq+"m "+smbLowTempReq+"U/h temp needed; last bolus",lastBolusAge+"m ago; maxBolus: "+maxBolus);
if (lastBolusAge > 3) {
if (lastBolusAge > SMBInterval) {
if (microBolus > 0) {
rT.units = microBolus;
rT.reason += "Microbolusing " + microBolus + "U. ";
}
} else {
rT.reason += "Waiting " + nextBolusMins + "m to microbolus again. ";
rT.reason += "Waiting " + nextBolusMins + "m " + nextBolusSeconds + "s to microbolus again. ";
}
//rT.reason += ". ";
@ -1106,11 +1129,6 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
return rT;
}
// if insulinReq is negative, snoozeBG > target_bg, and lastCOBpredBG > target_bg, set a neutral temp
//if (insulinReq < 0 && snoozeBG > target_bg && lastCOBpredBG > target_bg) {
//rT.reason += "; SMB bolus snooze: setting current basal of " + basal + " as temp. ";
//return tempBasalFunctions.setTempBasal(basal, 30, profile, rT, currenttemp);
//}
}
var maxSafeBasal = tempBasalFunctions.getMaxSafeBasal(profile);
@ -1120,13 +1138,13 @@ var determine_basal = function determine_basal(glucose_status, currenttemp, iob_
rate = round_basal(maxSafeBasal, profile);
}
var insulinScheduled = currenttemp.duration * (currenttemp.rate - basal) / 60;
insulinScheduled = currenttemp.duration * (currenttemp.rate - basal) / 60;
if (insulinScheduled >= insulinReq * 2) { // if current temp would deliver >2x more than the required insulin, lower the rate
rT.reason += currenttemp.duration + "m@" + (currenttemp.rate).toFixed(2) + " > 2 * insulinReq. Setting temp basal of " + rate + "U/hr. ";
return tempBasalFunctions.setTempBasal(rate, 30, profile, rT, currenttemp);
}
if (typeof currenttemp.duration == 'undefined' || currenttemp.duration == 0) { // no temp is set
if (typeof currenttemp.duration === 'undefined' || currenttemp.duration === 0) { // no temp is set
rT.reason += "no temp, setting " + rate + "U/hr. ";
return tempBasalFunctions.setTempBasal(rate, 30, profile, rT, currenttemp);
}

View file

@ -34,11 +34,14 @@ import info.nightscout.androidaps.plugins.configBuilder.ConstraintChecker;
import info.nightscout.androidaps.plugins.configBuilder.ProfileFunction;
import info.nightscout.androidaps.plugins.iob.iobCobCalculator.GlucoseStatus;
import info.nightscout.androidaps.plugins.iob.iobCobCalculator.IobCobCalculatorPlugin;
import info.nightscout.androidaps.interfaces.ActivePluginProvider;
import info.nightscout.androidaps.plugins.treatments.TreatmentsPlugin;
import info.nightscout.androidaps.utils.SafeParse;
import info.nightscout.androidaps.utils.resources.ResourceHelper;
import info.nightscout.androidaps.utils.sharedPreferences.SP;
public class DetermineBasalAdapterSMBJS {
private final HasAndroidInjector injector;
@Inject AAPSLogger aapsLogger;
@ -47,6 +50,8 @@ public class DetermineBasalAdapterSMBJS {
@Inject ResourceHelper resourceHelper;
@Inject ProfileFunction profileFunction;
@Inject TreatmentsPlugin treatmentsPlugin;
@Inject ActivePluginProvider activePluginProvider;
private ScriptReader mScriptReader;
private JSONObject mProfile;
@ -57,6 +62,7 @@ public class DetermineBasalAdapterSMBJS {
private JSONObject mAutosensData = null;
private boolean mMicrobolusAllowed;
private boolean mSMBAlwaysAllowed;
private long mCurrentTime;
private String storedCurrentTemp = null;
private String storedIobData = null;
@ -67,6 +73,7 @@ public class DetermineBasalAdapterSMBJS {
private String storedAutosens_data = null;
private String storedMicroBolusAllowed = null;
private String storedSMBAlwaysAllowed = null;
private String storedCurrentTime = null;
private String scriptDebug = "";
@ -98,6 +105,7 @@ public class DetermineBasalAdapterSMBJS {
aapsLogger.debug(LTag.APS, "Reservoir data: " + "undefined");
aapsLogger.debug(LTag.APS, "MicroBolusAllowed: " + (storedMicroBolusAllowed = "" + mMicrobolusAllowed));
aapsLogger.debug(LTag.APS, "SMBAlwaysAllowed: " + (storedSMBAlwaysAllowed = "" + mSMBAlwaysAllowed));
aapsLogger.debug(LTag.APS, "CurrentTime: " + (storedCurrentTime = "" + mCurrentTime));
DetermineBasalResultSMB determineBasalResultSMB = null;
@ -140,7 +148,8 @@ public class DetermineBasalAdapterSMBJS {
makeParam(mMealData, rhino, scope),
setTempBasalFunctionsObj,
new Boolean(mMicrobolusAllowed),
makeParam(null, rhino, scope) // reservoir data as undefined
makeParam(null, rhino, scope), // reservoir data as undefined
new Long(mCurrentTime)
};
@ -227,6 +236,8 @@ public class DetermineBasalAdapterSMBJS {
boolean advancedFiltering
) throws JSONException {
String units = profile.getUnits();
Double pumpbolusstep = activePluginProvider.getActivePump().getPumpDescription().bolusStep;
mProfile = new JSONObject();
mProfile.put("max_iob", maxIob);
@ -242,8 +253,7 @@ public class DetermineBasalAdapterSMBJS {
mProfile.put("max_daily_safety_multiplier", sp.getInt(R.string.key_openapsama_max_daily_safety_multiplier, 3));
mProfile.put("current_basal_safety_multiplier", sp.getDouble(R.string.key_openapsama_current_basal_safety_multiplier, 4d));
// TODO AS-FIX
// mProfile.put("high_temptarget_raises_sensitivity", SP.getBoolean(R.string.key_high_temptarget_raises_sensitivity, SMBDefaults.high_temptarget_raises_sensitivity));
//mProfile.put("high_temptarget_raises_sensitivity", SP.getBoolean(R.string.key_high_temptarget_raises_sensitivity, SMBDefaults.high_temptarget_raises_sensitivity));
mProfile.put("high_temptarget_raises_sensitivity", false);
//mProfile.put("low_temptarget_lowers_sensitivity", SP.getBoolean(R.string.key_low_temptarget_lowers_sensitivity, SMBDefaults.low_temptarget_lowers_sensitivity));
mProfile.put("low_temptarget_lowers_sensitivity", false);
@ -267,13 +277,17 @@ public class DetermineBasalAdapterSMBJS {
mProfile.put("A52_risk_enable", SMBDefaults.A52_risk_enable);
boolean smbEnabled = sp.getBoolean(resourceHelper.gs(R.string.key_use_smb), false);
mProfile.put("SMBInterval", sp.getInt("key_smbinterval", SMBDefaults.SMBInterval));
mProfile.put("enableSMB_with_COB", smbEnabled && sp.getBoolean(R.string.key_enableSMB_with_COB, false));
mProfile.put("enableSMB_with_temptarget", smbEnabled && sp.getBoolean(R.string.key_enableSMB_with_temptarget, false));
mProfile.put("allowSMB_with_high_temptarget", smbEnabled && sp.getBoolean(R.string.key_allowSMB_with_high_temptarget, false));
mProfile.put("enableSMB_always", smbEnabled && sp.getBoolean(R.string.key_enableSMB_always, false) && advancedFiltering);
mProfile.put("enableSMB_after_carbs", smbEnabled && sp.getBoolean(R.string.key_enableSMB_after_carbs, false) && advancedFiltering);
mProfile.put("maxSMBBasalMinutes", sp.getInt(R.string.key_smbmaxminutes, SMBDefaults.maxSMBBasalMinutes));
mProfile.put("carbsReqThreshold", SMBDefaults.carbsReqThreshold);
mProfile.put("maxUAMSMBBasalMinutes", sp.getInt(R.string.key_uamsmbmaxminutes, SMBDefaults.maxUAMSMBBasalMinutes));
//set the min SMB amount to be the amount set by the pump.
mProfile.put("bolus_increment", pumpbolusstep);
mProfile.put("carbsReqThreshold", sp.getInt(R.string.key_carbsReqThreshold, SMBDefaults.carbsReqThreshold));
mProfile.put("current_basal", basalrate);
mProfile.put("temptargetSet", tempTargetSet);
@ -302,6 +316,7 @@ public class DetermineBasalAdapterSMBJS {
mGlucoseStatus = new JSONObject();
mGlucoseStatus.put("glucose", glucoseStatus.glucose);
mGlucoseStatus.put("noise", glucoseStatus.noise);
if (sp.getBoolean(R.string.key_always_use_shortavg, false)) {
mGlucoseStatus.put("delta", glucoseStatus.short_avgdelta);
@ -332,6 +347,8 @@ public class DetermineBasalAdapterSMBJS {
mMicrobolusAllowed = microBolusAllowed;
mSMBAlwaysAllowed = advancedFiltering;
mCurrentTime = now;
}
private Object makeParam(JSONObject jsonObject, Context rhino, Scriptable scope) {

View file

@ -55,10 +55,13 @@ public class SMBDefaults {
// *** WARNING *** DO NOT USE enableSMB_always or enableSMB_after_carbs with xDrip+, Libre, or similar
//public final static boolean enableSMB_after_carbs = false; // enable supermicrobolus for 6h after carbs, even with 0 COB
//public final static boolean allowSMB_with_high_temptarget = false; // allow supermicrobolus (if otherwise enabled) even with high temp targets
public final static int SMBInterval = 3; // minimum interval between SMBs, in minutes. (limited between 1 and 10 min)
public final static int maxSMBBasalMinutes = 30; // maximum minutes of basal that can be delivered as a single SMB with uncovered COB
public final static int maxUAMSMBBasalMinutes = 30; // maximum minutes of basal that can be delivered as a single SMB when IOB exceeds COB
// curve:"rapid-acting" // Supported curves: "bilinear", "rapid-acting" (Novolog, Novorapid, Humalog, Apidra) and "ultra-rapid" (Fiasp)
// useCustomPeakTime:false // allows changing insulinPeakTime
// insulinPeakTime:75 // number of minutes after a bolus activity peaks. defaults to 55m for Fiasp if useCustomPeakTime: false
public final static int carbsReqThreshold = 1; // grams of carbsReq to trigger a pushover
// offline_hotspot:false // enabled an offline-only local wifi hotspot if no Internet available
public final static double bolus_increment = 0.1; // minimum bolus that can be delivered as an SMB
}

View file

@ -26,6 +26,7 @@ public class GlucoseStatus {
private HasAndroidInjector injector;
public double glucose = 0d;
public double noise = 0d;
public double delta = 0d;
public double avgdelta = 0d;
public double short_avgdelta = 0d;
@ -35,6 +36,7 @@ public class GlucoseStatus {
public String log() {
return "Glucose: " + DecimalFormatter.to0Decimal(glucose) + " mg/dl " +
"Noise: " + DecimalFormatter.to0Decimal(noise) + " " +
"Delta: " + DecimalFormatter.to0Decimal(delta) + " mg/dl" +
"Short avg. delta: " + " " + DecimalFormatter.to2Decimal(short_avgdelta) + " mg/dl " +
"Long avg. delta: " + DecimalFormatter.to2Decimal(long_avgdelta) + " mg/dl";
@ -47,6 +49,7 @@ public class GlucoseStatus {
public GlucoseStatus round() {
this.glucose = Round.roundTo(this.glucose, 0.1);
this.noise = Round.roundTo(this.noise, 0.01);
this.delta = Round.roundTo(this.delta, 0.01);
this.avgdelta = Round.roundTo(this.avgdelta, 0.01);
this.short_avgdelta = Round.roundTo(this.short_avgdelta, 0.01);
@ -93,6 +96,7 @@ public class GlucoseStatus {
if (sizeRecords == 1) {
GlucoseStatus status = new GlucoseStatus(injector);
status.glucose = now.value;
status.noise = 0d;
status.short_avgdelta = 0d;
status.delta = 0d;
status.long_avgdelta = 0d;
@ -150,6 +154,7 @@ public class GlucoseStatus {
GlucoseStatus status = new GlucoseStatus(injector);
status.glucose = now.value;
status.date = now_date;
status.noise = 0d; //for now set to nothing as not all CGMs report noise
status.short_avgdelta = average(short_deltas);

View file

@ -862,8 +862,15 @@
<string name="bgsource_upload">BG upload settings</string>
<string name="wear_detailed_delta_title">Show detailed delta</string>
<string name="wear_detailed_delta_summary">Show delta with one more decimal place</string>
<string name="key_smbinterval" translatable="false">smbinterval</string>
<string name="smbinterval_summary">How frequently SMBs will be given in min</string>
<string name="smbmaxminutes">SMB max minutes</string>
<string name="smbmaxminutes_summary">Max minutes of basal to limit SMB to</string>
<string name="uamsmbmaxminutes">UAM SMB max minutes</string>
<string name="uamsmbmaxminutes_summary">Max minutes of basal to limit SMB to for UAM</string>
<string name="key_carbsReqThreshold" translatable="false">carbsReqThreshold</string>
<string name="carbsReqThreshold">Carb suggestion threshold</string>
<string name="carbsReqThreshold_summary">When Carbs are suggested, how many carbs will prompt a notification</string>
<string name="unsupportedfirmware">Unsupported pump firmware</string>
<string name="dexcomg5_xdripupload_title">Send BG data to xDrip+</string>
<string name="key_dexcomg5_xdripupload" translatable="false">dexcomg5_xdripupload</string>
@ -1180,6 +1187,12 @@
<string name="high_temptarget_raises_sensitivity_summary"><![CDATA[Raise sensitivity for temptargets >= 100]]></string>
<string name="low_temptarget_lowers_sensitivity_title">Low temptarget lowers sensitivity</string>
<string name="low_temptarget_lowers_sensitivity_summary"><![CDATA[Lower sensitivity for temptargets < 100]]></string>
<string name="key_resistance_lowers_target" translatable="false">resistance_lowers_target</string>
<string name="resistance_lowers_target_title">Resistance lowers target</string>
<string name="resistance_lowers_target_summary">When resistance is detected, lower the target glucose</string>
<string name="key_sensitivity_raises_target" translatable="false">sensitivity_raises_target</string>
<string name="sensitivity_raises_target_title">Sensitivity raises target</string>
<string name="sensitivity_raises_target_summary">When sensitivity is detected, raise the target glucose</string>
<string name="combo_invalid_setup">Invalid pump setup, check the docs and verify that the Quick Info menu is named QUICK INFO using the 360 configuration software.</string>
<string name="custom">Custom</string>
<string name="largetimedifftitle">Large Time Difference</string>
@ -1384,6 +1397,7 @@
<string name="tidepool_upload_bg">Upload BG tests</string>
<string name="key_smbmaxminutes" translatable="false">smbmaxminutes</string>
<string name="key_uamsmbmaxminutes" translatable="false">uamsmbmaxminutes</string>
<string name="dst_plugin_name" translatable="false">Daylight Saving time</string>
<string name="dst_in_24h_warning">Daylight Saving time change in 24h or less</string>
<string name="dst_loop_disabled_warning">Daylight Saving time change less than 3 hours ago - Closed loop disabled</string>

View file

@ -73,13 +73,41 @@
android:summary="@string/enablesmbaftercarbs_summary"
android:title="@string/enablesmbaftercarbs" />
<ListPreference
<info.nightscout.androidaps.utils.textValidator.ValidatingEditTextPreference
android:defaultValue="3"
android:digits="0123456789"
android:inputType="number"
android:key="key_smbinterval"
android:maxLines="20"
android:selectAllOnFocus="true"
android:singleLine="true"
android:title="@string/smbinterval_summary"
validate:maxNumber="10"
validate:minNumber="1"
validate:testType="numericRange" />
<info.nightscout.androidaps.utils.textValidator.ValidatingEditTextPreference
android:defaultValue="30"
android:entries="@array/smbMaxMinutes"
android:entryValues="@array/smbMaxMinutes"
android:key="@string/key_smbmaxminutes"
android:title="@string/smbmaxminutes_summary" />
<info.nightscout.androidaps.utils.textValidator.ValidatingEditTextPreference
android:defaultValue="30"
android:dialogMessage="@string/uamsmbmaxminutes"
android:digits="0123456789"
android:inputType="number"
android:key="@string/key_uamsmbmaxminutes"
android:maxLines="20"
android:selectAllOnFocus="true"
android:singleLine="true"
android:title="@string/uamsmbmaxminutes_summary"
validate:maxNumber="120"
validate:minNumber="15"
validate:testType="numericRange" />
<SwitchPreference
android:defaultValue="false"
android:key="@string/key_use_uam"
@ -87,6 +115,18 @@
android:title="@string/enableuam" />
<SwitchPreference
android:defaultValue="true"
android:key="@string/key_sensitivity_raises_target"
android:summary="@string/sensitivity_raises_target_summary"
android:title="@string/sensitivity_raises_target_title"
/>
<SwitchPreference
android:defaultValue="false"
android:key="@string/key_resistance_lowers_target"
android:summary="@string/resistance_lowers_target_summary"
android:title="@string/resistance_lowers_target_title"
/>
<!-- TODO AS-FIX -->
<SwitchPreference
android:defaultValue="false"
@ -103,6 +143,20 @@
android:summary="@string/low_temptarget_lowers_sensitivity_summary"
android:title="@string/low_temptarget_lowers_sensitivity_title" />
<info.nightscout.androidaps.utils.textValidator.ValidatingEditTextPreference
android:key="@string/key_carbsReqThreshold"
android:title="@string/carbsReqThreshold"
android:defaultValue="1"
android:dialogMessage="@string/carbsReqThreshold_summary"
android:digits="0123456789"
android:inputType="number"
android:maxLines="20"
android:selectAllOnFocus="true"
android:singleLine="true"
validate:maxNumber="10"
validate:minNumber="1"
validate:testType="numericRange"/>
<androidx.preference.PreferenceScreen
android:key="absorption_smb_advanced"
android:title="@string/advancedsettings_title">
@ -150,4 +204,4 @@
</PreferenceCategory>
</androidx.preference.PreferenceScreen>
</androidx.preference.PreferenceScreen>