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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_action to route employees to an EAP counselor when signals reach review or escalate.
  • 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_action to 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_action to 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.

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