Model Catalog
Named multi-sign model bundles and their signals.
Valid model_name values and each bundle’s signs. These docs use pulse (General Wellness) as the primary example; the other bundles stay available. Request shape: Model API. Which bundle to pick: Choosing a Model or Sign. Per-sign evidence: Sign Catalog. Runtime composition: GET /v2/models or GET /v2/models/{model_name}.
All models
| Model | Domain | Signs |
|---|---|---|
pulse |
General Wellness | mood-disruption, anxiety, stress, fatigue, elevated-blood-pressure, dehydration |
haven |
Clinical Behavioral Health | mood-disruption, anxiety, stress, hypervigilance, attention-dysregulation, fatigue |
clarity |
Cognitive Health | cognitive-impairment |
aria |
Women’s Health | mood-disruption, anxiety, fatigue, elevated-blood-pressure, elevated-androgens, dehydration, iron-deficiency |
apex |
Sports & Human Performance | stress, anxiety, fatigue, head-impact, cognitive-load, cardiovascular-strain, dehydration |
harbor |
Recovery & Substance Use | anxiety, stress, emotional-destabilization, alcohol-use-pattern, substance-use-pattern, fatigue |
tide |
Cardiometabolic & Body Baseline | elevated-blood-pressure, fatigue, metabolic-load, dehydration, iron-deficiency, dry-mouth |
breath |
Respiratory Health | airway-obstruction-pattern, allergy |
pulse
Domain: General Wellness
General wellness and readiness monitoring for employer-sponsored wellness programs and employee assistance platforms. Exposes mood disruption, anxiety, stress, fatigue, dehydration, and elevated blood pressure as primary signs.
| Sign name | Label | Evidence tier |
|---|---|---|
mood-disruption |
Mood Disruption | Established |
anxiety |
Anxiety | Established |
stress |
Stress | Established |
fatigue |
Fatigue | Established |
elevated-blood-pressure |
Elevated Blood Pressure | Established |
dehydration |
Dehydration | Investigational |
Common scenarios
- Weekly pulse checks — Collect brief recordings as part of a regular employee wellness check-in and aggregate population-level signals for HR dashboards.
- EAP referral — Use
recommended_actionto route employees to an EAP counselor when signals reachrevieworescalate. - Manager dashboards — With appropriate consent, surface aggregated team-level trends (not individual scores) to people managers for wellness support.
haven
Domain: Clinical Behavioral Health
Clinical behavioral health screening for telehealth, primary care, and employee assistance contexts. Covers mood disruption, anxiety, stress, hypervigilance, attention dysregulation, and fatigue as primary signs.
| Sign name | Label | Evidence tier |
|---|---|---|
mood-disruption |
Mood Disruption | Established |
anxiety |
Anxiety | Established |
stress |
Stress | Established |
fatigue |
Fatigue | Established |
hypervigilance |
Hypervigilance | Emerging |
attention-dysregulation |
Attention Dysregulation | Emerging |
Common scenarios
- Pre-visit screening — Collect a short recording before an appointment and surface flagged signs to the care team for review.
- Between-visit check-ins — Collect recordings between appointments and use
recommended_actionto identify when a follow-up or escalation is indicated. - Population health monitoring — Aggregate signals across a cohort to inform program outreach or resource allocation.
clarity
Domain: Cognitive Health
Cognitive health screening for neurology practices, brain health platforms, and cognitive assessment programs. Exposes cognitive impairment as the primary sign.
| Sign name | Label | Evidence tier |
|---|---|---|
cognitive-impairment |
Cognitive Impairment | Established |
Common scenarios
- Cognitive screening — Use as a pre-assessment tool before neuropsychological evaluation to triage referral urgency.
- Post-TBI monitoring — Collect recordings at scheduled clinical assessments during recovery and surface cognitive signals to the clinical team for review.
- Ongoing monitoring — Track cognitive signals between clinical appointments to inform care decisions.
aria
Domain: Women’s Health
Women’s health screening for OB/GYN practices, hormonal health platforms, and women’s wellness programs. Exposes elevated androgens, iron deficiency, dehydration, mood disruption, fatigue, anxiety, and elevated blood pressure as primary signs. Gender-stratified models are used where applicable.
| Sign name | Label | Evidence tier |
|---|---|---|
mood-disruption |
Mood Disruption | Established |
anxiety |
Anxiety | Established |
fatigue |
Fatigue | Established |
elevated-blood-pressure |
Elevated Blood Pressure | Established |
elevated-androgens |
Elevated Androgens | Emerging |
dehydration |
Dehydration | Investigational |
iron-deficiency |
Iron Deficiency | Investigational |
Common scenarios
- Symptom triage — Surface hormonal and metabolic signals to a care coordinator for review alongside lab work.
- Check-ins during treatment — Collect recordings at scheduled clinical touchpoints and surface hormonal signals for care team review.
apex
Domain: Sports & Human Performance
Sports medicine, athletic training, and occupational health screening. Exposes head impact, cognitive load, fatigue, dehydration, stress, anxiety, and cardiovascular strain as primary signs.
| Sign name | Label | Evidence tier |
|---|---|---|
stress |
Stress | Established |
anxiety |
Anxiety | Established |
fatigue |
Fatigue | Established |
head-impact |
Head Impact | Established |
cognitive-load |
Cognitive Load | Established |
cardiovascular-strain |
Cardiovascular Strain | Established |
dehydration |
Dehydration | Investigational |
Common scenarios
- Pre-competition screening — Collect a short recording before training or competition and surface fatigue or cognitive signs for review by a performance coach or athletic trainer.
- Post-impact screening — For contact sports, collect recordings after potential head impacts; elevated head-impact signals warrant immediate medical evaluation.
- Recovery assessments — Collect recordings at scheduled check-ins during recovery and use fatigue and cognitive impairment signals to inform return-to-play discussions with a sports medicine professional.
harbor
Domain: Recovery & Substance Use
Recovery and substance use programs, behavioral health practices, and outpatient treatment. Exposes alcohol use pattern, substance use pattern, emotional destabilization, anxiety, stress, and fatigue as primary signs.
| Sign name | Label | Evidence tier |
|---|---|---|
anxiety |
Anxiety | Established |
stress |
Stress | Established |
emotional-destabilization |
Emotional Destabilization | Established |
fatigue |
Fatigue | Established |
alcohol-use-pattern |
Alcohol Use Pattern | Emerging |
substance-use-pattern |
Substance Use Pattern | Emerging |
Common scenarios
- Intake assessment — Screen new participants for co-occurring indicators before treatment planning.
- Recovery check-ins — Collect periodic recordings from enrolled participants and use
recommended_actionto prioritize counselor follow-ups. - Relapse risk monitoring — Elevated signals on alcohol use pattern or substance use pattern identify when outreach or clinical follow-up is warranted.
tide
Domain: Cardiometabolic & Body Baseline
Cardiometabolic and body baseline monitoring. Exposes elevated blood pressure, metabolic load, dehydration, iron deficiency, fatigue, and dry mouth as primary signs. Combines signs across evidence tiers; use tier labels when interpreting each signal.
| Sign name | Label | Evidence tier |
|---|---|---|
elevated-blood-pressure |
Elevated Blood Pressure | Established |
fatigue |
Fatigue | Established |
metabolic-load |
Metabolic Load | Emerging |
dehydration |
Dehydration | Investigational |
iron-deficiency |
Iron Deficiency | Investigational |
dry-mouth |
Dry Mouth | Investigational |
Common scenarios
- Research intake — Collect recordings during clinical assessments and correlate acoustic signals with lab values to evaluate biomarker validity for your population.
- Pilot monitoring — Enrich wellness or clinical datasets with metabolic acoustic signals as a supplementary data stream alongside standard clinical measures.
- Exploratory screening — Use as a preliminary flag for metabolic conditions in telemedicine or app-based contexts; follow up with clinical evaluation.
breath
Domain: Respiratory Health
Respiratory health screening for respiratory conditions with detectable acoustic signatures. Exposes airway obstruction pattern and allergy as primary signs.
| Sign name | Label | Evidence tier |
|---|---|---|
airway-obstruction-pattern |
Airway Obstruction Pattern | Established |
allergy |
Allergy | Emerging |
Common scenarios
- Telemedicine triage — Collect a short recording at the start of a remote visit and surface respiratory signals to the clinician as supplementary context alongside a standard symptom review.
- Between-appointment check-ins — Collect recordings between scheduled appointments and use airway obstruction and allergy signals to identify when a clinical follow-up may be indicated.
- Research partnerships — Use as a supplementary biomarker data stream in respiratory research, correlating acoustic signals with spirometry or clinical assessments.
If no model fits
If no existing model fits your deployment context, contact support@amplifierhealth.com to discuss your requirements.