schema_version stringclasses 1
value | event dict | patient_context dict | medical_logic dict | vitals_telemetry listlengths 4 4 | detection_logic dict | simulation dict |
|---|---|---|---|---|---|---|
1.0.0-bio-pulse-sample | {
"confidence": 0.966,
"criticality": "high",
"id": "BIOPULSE-103500",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T16:26:14Z",
"trace_id": "938ab931-2ed9-4834-85fa-cb43ba78f608"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 75,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-F6D4FE99",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-567398",
"timestamp": "2026-04-12T15:37:14Z",
"vitals": {
"cortisol_ugdl": 17.3,
"glucose": 108.6,
"hr": 103,
"qt_interval_ms": 419,
"spo2": 9... | {
"anomaly_score": 0.82,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.859,
"criticality": "low",
"id": "BIOPULSE-103501",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T05:16:19Z",
"trace_id": "c2a2be76-a31a-40ca-9f74-1850b1a6d871"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 34,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-41690B75",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-51E406",
"timestamp": "2026-04-12T04:00:19Z",
"vitals": {
"cortisol_ugdl": 10.8,
"glucose": 105,
"hr": 91,
"qt_interval_ms": 436,
"spo2": 94,... | {
"anomaly_score": 0.94,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.869,
"criticality": "low",
"id": "BIOPULSE-103502",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T02:29:23Z",
"trace_id": "0f818108-c771-44b8-8132-4cb85fa1f910"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 223,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-F8DFA9F3",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-478BF8",
"timestamp": "2026-04-12T01:45:23Z",
"vitals": {
"cortisol_ugdl": 14.2,
"glucose": 151.9,
"hr": 81,
"qt_interval_ms": 431,
"spo... | {
"anomaly_score": 0.99,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.899,
"criticality": "high",
"id": "BIOPULSE-103503",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T19:28:34Z",
"trace_id": "46245b2d-6706-41d2-b0da-e8130e9c063d"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 198,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-A8D86974",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-081001",
"timestamp": "2026-04-12T18:38:34Z",
"vitals": {
"cortisol_ugdl": 7.8,
"glucose": 93.6,
"hr": 76,
"qt_interval_ms": 400,
"spo2": 98,
"... | {
"anomaly_score": 0.87,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.973,
"criticality": "life_threatening",
"id": "BIOPULSE-103504",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:53:19Z",
"trace_id": "2b980c6b-61ba-41c0-85d5-2d50d0fbb06b"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 229,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E9B20A15",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-C6357B",
"timestamp": "2026-04-12T06:39:19Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 92.8,
"hr": 101,
"qt_interval_ms": 397,
"spo2": 96... | {
"anomaly_score": 0.71,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.862,
"criticality": "low",
"id": "BIOPULSE-103505",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T02:55:14Z",
"trace_id": "6b6c2ba9-f217-4f7b-a603-1c95cf346127"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 137,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-CC5AE50E",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-ECCBE2",
"timestamp": "2026-04-12T02:04:14Z",
"vitals": {
"cortisol_ugdl": 5.1,
"glucose": 91.3,
"hr": 58,
"qt_interval_ms": 400,
"spo2": 97,
... | {
"anomaly_score": 0.85,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.953,
"criticality": "life_threatening",
"id": "BIOPULSE-103506",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:39:53Z",
"trace_id": "328dd9bf-b7d4-4f15-90aa-7ed51633afaf"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 31,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-F214E24E",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-6F71CB",
"timestamp": "2026-04-12T08:59:53Z",
"vitals": {
"cortisol_ugdl": 9.1,
"glucose": 88.9,
"hr": 102,
"qt_interval_ms": 399,
"spo2": 93,
... | {
"anomaly_score": 0.97,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.912,
"criticality": "life_threatening",
"id": "BIOPULSE-103507",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T15:40:35Z",
"trace_id": "f8c40e0b-238f-4f0d-b8a5-543b7b4e0ad3"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 68,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-32F8798A",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-1B0D1E",
"timestamp": "2026-04-12T15:02:35Z",
"vitals": {
"cortisol_ugdl": 7.4,
"glucose": 102.3,
"hr": 73,
"qt_interval_ms": 433,
"spo2": 94,
"... | {
"anomaly_score": 0.96,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.928,
"criticality": "medium",
"id": "BIOPULSE-103508",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T18:37:33Z",
"trace_id": "57786902-743c-4281-8155-f003287e6c3d"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 56,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-70384610",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-33E749",
"timestamp": "2026-04-12T17:51:33Z",
"vitals": {
"cortisol_ugdl": 14.7,
"glucose": 105.6,
"hr": 81,
"qt_interval_ms": 420,
"spo2": 98,... | {
"anomaly_score": 0.88,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.941,
"criticality": "life_threatening",
"id": "BIOPULSE-103509",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T12:27:14Z",
"trace_id": "56ddff27-35b3-4cfd-bcc7-59de4ce14f90"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 128,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-02F20300",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-879D52",
"timestamp": "2026-04-12T12:08:14Z",
"vitals": {
"cortisol_ugdl": 6.7,
"glucose": 88.8,
"hr": 83,
"qt_interval_ms": 400,
"spo2": 96,
... | {
"anomaly_score": 0.79,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.883,
"criticality": "high",
"id": "BIOPULSE-103510",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:29:15Z",
"trace_id": "45788e55-bf0d-42ad-88c9-d0e3d54667cf"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 17,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-307FEF34",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-DBE1FC",
"timestamp": "2026-04-12T23:19:15Z",
"vitals": {
"cortisol_ugdl": 5.9,
"glucose": 87,
"hr": 60,
"qt_interval_ms": 399,
"spo2": 97,
"sys... | {
"anomaly_score": 0.86,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.929,
"criticality": "life_threatening",
"id": "BIOPULSE-103511",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:42:15Z",
"trace_id": "5435eac4-e24b-4513-b309-2cb1c4301f5b"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 123,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E7309413",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-3E0A2E",
"timestamp": "2026-04-12T04:02:15Z",
"vitals": {
"cortisol_ugdl": 17.1,
"glucose": 103.6,
"hr": 99,
"qt_interval_ms": 414,
"spo2": 97,
... | {
"anomaly_score": 0.94,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.89,
"criticality": "medium",
"id": "BIOPULSE-103512",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T18:02:17Z",
"trace_id": "f1a65462-c1a5-486b-9bc7-271b1f0228dc"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 132,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-AEB48DA0",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-16EF02",
"timestamp": "2026-04-12T16:41:17Z",
"vitals": {
"cortisol_ugdl": 11.9,
"glucose": 145.3,
"hr": 72,
"qt_interval_ms": 416,
"spo2": 95,... | {
"anomaly_score": 0.85,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.924,
"criticality": "life_threatening",
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"trace_id": "62dfacdb-77f3-4010-9937-e5315d3af1ad"
} | {
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"asthma"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.926,
"criticality": "low",
"id": "BIOPULSE-103514",
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"timestamp": "2026-04-12T12:39:25Z",
"trace_id": "163eff27-524c-4021-9562-630525300866"
} | {
"age_group": "18-30",
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
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{
"event_name": "MEDICATION_INGESTION_A",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.988,
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"trace_id": "72e0d2e3-e143-4a4b-b9b7-7b89c6fec5e8"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.987,
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"id": "BIOPULSE-103516",
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"timestamp": "2026-04-12T11:06:37Z",
"trace_id": "01571f5c-cb99-4d53-b3b1-9c29efa1a65f"
} | {
"age_group": "51-70",
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.964,
"criticality": "life_threatening",
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"trace_id": "6a288138-a9b9-468b-9f3c-812ceb7beec2"
} | {
"age_group": "51-70",
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"anxiety",
"sleep_debt"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.971,
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"trace_id": "ab67d4cc-d580-41fd-b792-de65bf46fde1"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-9AE95E36",
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"timestamp": "2026-04-12T03:59:40Z",
"vitals": {
"cortisol_ugdl": 12.9,
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.928,
"criticality": "medium",
"id": "BIOPULSE-103519",
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"trace_id": "5964f815-0927-4351-934e-db8ca1a1c5f1"
} | {
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"anxiety",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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"s... | {
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.944,
"criticality": "high",
"id": "BIOPULSE-103520",
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"timestamp": "2026-04-12T22:31:25Z",
"trace_id": "218a3248-ea3f-4f9d-820b-d5afd4c66ec7"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"timestamp": "2026-04-12T21:28:25Z",
"vitals": {
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.987,
"criticality": "medium",
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"timestamp": "2026-04-12T13:12:56Z",
"trace_id": "c82ed418-203c-4eb5-95e1-01e62c730d96"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T12:18:56Z",
"vitals": {
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"spo2"... | {
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"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.952,
"criticality": "life_threatening",
"id": "BIOPULSE-103522",
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"timestamp": "2026-04-12T20:33:27Z",
"trace_id": "83e058e2-e902-4e5e-a4e5-595db491a82d"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"timestamp": "2026-04-12T19:32:27Z",
"vitals": {
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... | {
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} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.94,
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"id": "BIOPULSE-103523",
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"timestamp": "2026-04-12T05:06:06Z",
"trace_id": "f0cf56a1-6a7e-4526-b7bc-2f9f1dbc8de4"
} | {
"age_group": "51-70",
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"anxiety",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-A9EA53",
"timestamp": "2026-04-12T04:22:06Z",
"vitals": {
"cortisol_ugdl": 17.2,
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"hr": 105,
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"spo2": ... | {
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"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.851,
"criticality": "life_threatening",
"id": "BIOPULSE-103524",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:01:41Z",
"trace_id": "112cbd77-6d43-4d28-8837-3ed178e6c392"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
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} | {
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"prediction_window_minutes": 217,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-E6446C28",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-094BDE",
"timestamp": "2026-04-12T02:51:41Z",
"vitals": {
"cortisol_ugdl": 14.3,
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"hr": 79,
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"spo2... | {
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"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.96,
"criticality": "life_threatening",
"id": "BIOPULSE-103525",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T08:45:19Z",
"trace_id": "20399dde-23d8-41bf-be26-0b80c024bc7c"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-52BA294B",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-F75308",
"timestamp": "2026-04-12T07:52:19Z",
"vitals": {
"cortisol_ugdl": 11,
"glucose": 139.3,
"hr": 80,
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... | {
"anomaly_score": 0.99,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.852,
"criticality": "low",
"id": "BIOPULSE-103526",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:59:25Z",
"trace_id": "78c6b3ba-c7f9-423f-91fe-b83b5965449a"
} | {
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"asthma"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.874,
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"id": "BIOPULSE-103527",
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"trace_id": "8df8625b-020a-48e5-9b80-abd0323c4a64"
} | {
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"none"
],
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} | {
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... | [
{
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.956,
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"id": "BIOPULSE-103528",
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"trace_id": "0408f669-98ef-4d0a-b663-4b3dbac23475"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
"event_name": "TEMPERATURE_SPIKE",
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.938,
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"trace_id": "6e25f2fb-38ec-497c-9050-c87bfb2759a5"
} | {
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"anxiety",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.91,
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"timestamp": "2026-04-12T01:03:14Z",
"trace_id": "7ee687dc-7e89-4013-94bc-08d89948a64a"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.879,
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"trace_id": "599508ff-232e-43a5-bcd6-0750e4645f65"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T05:22:31Z",
"vitals": {
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.952,
"criticality": "high",
"id": "BIOPULSE-103532",
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"trace_id": "119832cb-b47e-4b5b-b964-eccc76672ad5"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-C1B4A6",
"timestamp": "2026-04-13T00:04:56Z",
"vitals": {
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... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.902,
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"id": "BIOPULSE-103533",
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"timestamp": "2026-04-12T18:56:05Z",
"trace_id": "a18a27cd-2ce7-421f-b08f-69dc1e061489"
} | {
"age_group": "70+",
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"frailty",
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],
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} | {
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"prediction_window_minutes": 175,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T18:03:05Z",
"vitals": {
"cortisol_ugdl": 10.2,
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"hr": 77,
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.966,
"criticality": "high",
"id": "BIOPULSE-103534",
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"timestamp": "2026-04-12T20:42:51Z",
"trace_id": "033c23f8-2157-468d-aa14-afc0c997c152"
} | {
"age_group": "18-30",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_asset": "O2_Ring",
"sensor_id": "SENS-62837B",
"timestamp": "2026-04-12T19:49:51Z",
"vitals": {
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"glucose": 82.1,
"hr": 84,
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"s... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.917,
"criticality": "life_threatening",
"id": "BIOPULSE-103535",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T06:46:48Z",
"trace_id": "74333010-6c61-4625-8bb7-ff8a16ab9a0c"
} | {
"age_group": "51-70",
"existing_conditions": [
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],
"phenotype": "sedentary_diabetic"
} | {
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"prediction_window_minutes": 220,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-4AB4FD1C",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-30001B",
"timestamp": "2026-04-12T06:08:48Z",
"vitals": {
"cortisol_ugdl": 14.2,
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"hr": 79,
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"spo2... | {
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"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.888,
"criticality": "low",
"id": "BIOPULSE-103536",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T19:04:01Z",
"trace_id": "fbb5ac16-3efb-437e-b674-de2b911aa55f"
} | {
"age_group": "18-30",
"existing_conditions": [
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],
"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-6B245E",
"timestamp": "2026-04-12T18:13:01Z",
"vitals": {
"cortisol_ugdl": 9.9,
"glucose": 87.9,
"hr": 100,
"qt_interval_ms": 400,
"spo2": 93,... | {
"anomaly_score": 0.75,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.871,
"criticality": "low",
"id": "BIOPULSE-103537",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:44:13Z",
"trace_id": "fc218e01-f895-47d7-9b51-2d13a6b77361"
} | {
"age_group": "31-50",
"existing_conditions": [
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],
"phenotype": "high_stress_corporate"
} | {
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"prediction_window_minutes": 52,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-1AAACC71",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-4F5A3D",
"timestamp": "2026-04-12T18:01:13Z",
"vitals": {
"cortisol_ugdl": 18.9,
"glucose": 109.1,
"hr": 85,
"qt_interval_ms": 430,
"spo2... | {
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"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.975,
"criticality": "medium",
"id": "BIOPULSE-103538",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:41:35Z",
"trace_id": "c578b6a6-12e0-47ca-bb81-5c7f3ca07ace"
} | {
"age_group": "18-30",
"existing_conditions": [
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],
"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_asset": "O2_Ring",
"sensor_id": "SENS-0E48F1",
"timestamp": "2026-04-12T22:00:35Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 90.9,
"hr": 102,
"qt_interval_ms": 406,
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"s... | {
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"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.901,
"criticality": "low",
"id": "BIOPULSE-103539",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T02:30:22Z",
"trace_id": "72ecddcf-1aa2-4088-a886-f4ad10592fbe"
} | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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"cortisol_ugdl",
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.951,
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.932,
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} | {
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"heart_rate_bpm",
"cortisol_ugdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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} | {
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"cortisol_ug... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.865,
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} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.959,
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"trace_id": "36efe50a-0e7c-43ee-8d82-e29662530887"
} | {
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"tracked_biomarkers": [
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.974,
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} | {
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{
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1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"glucose_mgdl",
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{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "920fab43-3259-4b76-9e65-eee398cde218"
} | {
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"type_2_diabetes",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_u... | [
{
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} | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "429bda38-1642-4b18-949d-1235f2809cd7"
} | {
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"glucose_mgdl",
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"cortisol_ug... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.933,
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} | {
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{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.973,
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.911,
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} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.884,
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
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"vitals": {
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} | {
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"Atrial_Fibrillation",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.869,
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"trace_id": "691c09ed-e45a-467d-ad6e-f1da05c4bc02"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T23:54:41Z",
"vitals": {
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"spo2": 9... | {
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"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
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"Atrial_Fibrillation",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.95,
"criticality": "low",
"id": "BIOPULSE-103578",
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"timestamp": "2026-04-12T17:54:36Z",
"trace_id": "5c6d4106-63e3-4483-a877-3d32f946ee50"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"glucose_mgdl",
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{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "6de2ae9d-501c-4db4-be08-b2909210e7bc"
} | {
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],
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"heart_rate_bpm",
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"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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} | {
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"heart_rate_bpm",
"cortisol_ugdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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} | {
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"glucose_mgdl",
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.986,
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} | {
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"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "8cbfcb46-4459-47b2-803f-7b1ed3c4d199"
} | {
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],
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} | {
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.886,
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"trace_id": "42c326b6-665a-4c5c-981a-4ad0bc732db9"
} | {
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"glucose_mgdl",
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"cortisol_u... | [
{
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.925,
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"trace_id": "68fec6d5-15fc-4ad7-9878-9ed739658b2f"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.982,
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"timestamp": "2026-04-13T01:03:34Z",
"trace_id": "c597a0fd-bb35-4d77-a5b6-513d364c9c0a"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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"hr": 66,
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... | {
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.883,
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"id": "BIOPULSE-103590",
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"timestamp": "2026-04-12T07:28:04Z",
"trace_id": "b38f1ca9-297d-426f-8df1-59129233c246"
} | {
"age_group": "31-50",
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-B14864",
"timestamp": "2026-04-12T06:50:04Z",
"vitals": {
"cortisol_ugdl": 16.5,
"glucose": 101.3,
"hr": 84,
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"spo2": 96... | {
"anomaly_score": 0.81,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.972,
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"id": "BIOPULSE-103591",
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"timestamp": "2026-04-12T12:21:43Z",
"trace_id": "0df7e9bc-a3f3-4ace-be4d-1a8b31c54968"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_asset": "CGM_Sensor",
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"timestamp": "2026-04-12T11:13:43Z",
"vitals": {
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"glucose": 100.1,
"hr": 62,
"qt_interval_ms": 415,
"spo2": 99... | {
"anomaly_score": 0.9,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.925,
"criticality": "life_threatening",
"id": "BIOPULSE-103592",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:13:47Z",
"trace_id": "ab7a02df-bed0-4515-b74d-0c504ba50afc"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 161,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-E76CF331",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-79BA15",
"timestamp": "2026-04-12T15:51:47Z",
"vitals": {
"cortisol_ugdl": 17.7,
"glucose": 106,
"hr": 86,
"qt_interval_ms": 423,
"spo2":... | {
"anomaly_score": 0.98,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.915,
"criticality": "life_threatening",
"id": "BIOPULSE-103593",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T12:48:29Z",
"trace_id": "496b3434-7ce4-4fd7-b86c-ec400f6663c3"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 145,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-7549526F",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-3B2F27",
"timestamp": "2026-04-12T11:43:29Z",
"vitals": {
"cortisol_ugdl": 9.3,
"glucose": 100.2,
"hr": 71,
"qt_interval_ms": 432,
"spo2": 96,... | {
"anomaly_score": 0.74,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.915,
"criticality": "life_threatening",
"id": "BIOPULSE-103594",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T20:39:24Z",
"trace_id": "69653430-b555-4511-92f9-8676d09d5a07"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 61,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-EAE1CCD3",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-1097CD",
"timestamp": "2026-04-12T19:26:24Z",
"vitals": {
"cortisol_ugdl": 18.8,
"glucose": 111.2,
"hr": 101,
"qt_interval_ms": 412,
"spo2": 9... | {
"anomaly_score": 0.99,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.877,
"criticality": "low",
"id": "BIOPULSE-103595",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:51:50Z",
"trace_id": "0ec1e569-4037-4d4b-a87a-3baf54e0a7c3"
} | {
"age_group": "31-50",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 119,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B1A6311A",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-294055",
"timestamp": "2026-04-12T18:03:50Z",
"vitals": {
"cortisol_ugdl": 12.5,
"glucose": 148.4,
"hr": 85,
"qt_interval_ms": 431,
"spo2": 97,
... | {
"anomaly_score": 0.96,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.901,
"criticality": "high",
"id": "BIOPULSE-103596",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:09:20Z",
"trace_id": "e519687f-fe53-49e0-a921-e637435353f5"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 160,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-95E2E1F0",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-328A46",
"timestamp": "2026-04-12T15:48:20Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 81.3,
"hr": 88,
"qt_interval_ms": 408,
"spo2": 96,
"s... | {
"anomaly_score": 0.89,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.909,
"criticality": "low",
"id": "BIOPULSE-103597",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:10:49Z",
"trace_id": "88644221-4e48-46f9-89d5-9130ad3ba0ee"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 25,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-30528AB2",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-1DE1D8",
"timestamp": "2026-04-12T07:05:49Z",
"vitals": {
"cortisol_ugdl": 4.5,
"glucose": 94.2,
"hr": 53,
"qt_interval_ms": 399,
"spo2": 98,
... | {
"anomaly_score": 0.82,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.875,
"criticality": "high",
"id": "BIOPULSE-103598",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:27:28Z",
"trace_id": "864ba841-9fdc-4e48-8083-17c5821a8a5d"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 219,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-575C1534",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-900EDF",
"timestamp": "2026-04-12T05:19:28Z",
"vitals": {
"cortisol_ugdl": 7.6,
"glucose": 97.8,
"hr": 79,
"qt_interval_ms": 403,
"spo2": 99,... | {
"anomaly_score": 0.89,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.877,
"criticality": "low",
"id": "BIOPULSE-103599",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:27:14Z",
"trace_id": "c0e597ff-59f4-4f0d-bcf0-f6a78aeb437b"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 140,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-6FBD1787",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-CB0513",
"timestamp": "2026-04-12T22:16:14Z",
"vitals": {
"cortisol_ugdl": 17.4,
"glucose": 110.3,
"hr": 95,
"qt_interval_ms": 424,
"spo2": 9... | {
"anomaly_score": 0.94,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
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