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": 0.907,
"criticality": "high",
"id": "BIOPULSE-102400",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:33:23Z",
"trace_id": "617b65f2-639a-4ffb-81f8-b7432807da70"
} | {
"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": 175,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-634E9243",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-589B33",
"timestamp": "2026-04-12T21:37:23Z",
"vitals": {
"cortisol_ugdl": 4.7,
"glucose": 95.8,
"hr": 57,
"qt_interval_ms": 401,
"spo2": 97,
... | {
"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 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": 0.958,
"criticality": "low",
"id": "BIOPULSE-102401",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:43:54Z",
"trace_id": "2d51656b-39e5-4799-83fb-b4252db150c4"
} | {
"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": 232,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-97DBB6F6",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-67BFCB",
"timestamp": "2026-04-12T23:01:54Z",
"vitals": {
"cortisol_ugdl": 18.7,
"glucose": 108.5,
"hr": 89,
"qt_interval_ms": 422,
"spo... | {
"anomaly_score": 0.89,
"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": 0.898,
"criticality": "life_threatening",
"id": "BIOPULSE-102402",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:46:08Z",
"trace_id": "35e1c309-d87e-4f4b-8759-ed8426518146"
} | {
"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": 142,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-13682222",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-21DCB8",
"timestamp": "2026-04-12T00:36:08Z",
"vitals": {
"cortisol_ugdl": 10,
"glucose": 107.6,
"hr": 89,
"qt_interval_ms": 430,
"spo2": 95,
"... | {
"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 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": 0.851,
"criticality": "low",
"id": "BIOPULSE-102403",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T23:57:30Z",
"trace_id": "a8891c92-c5ac-4636-96e0-21f6ae5a53dd"
} | {
"age_group": "31-50",
"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": 51,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-4C79D959",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-E040C4",
"timestamp": "2026-04-12T23:13:30Z",
"vitals": {
"cortisol_ugdl": 4.2,
"glucose": 83.1,
"hr": 57,
"qt_interval_ms": 399,
"spo2": 98,
... | {
"anomaly_score": 0.83,
"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": 0.957,
"criticality": "high",
"id": "BIOPULSE-102404",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T22:06:15Z",
"trace_id": "c7006aaa-96b3-4a85-8f8e-20bb2abfd585"
} | {
"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": 197,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B1751FE0",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-7D52BA",
"timestamp": "2026-04-12T21:34:15Z",
"vitals": {
"cortisol_ugdl": 5.8,
"glucose": 86.6,
"hr": 88,
"qt_interval_ms": 405,
"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 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": 0.879,
"criticality": "low",
"id": "BIOPULSE-102405",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T19:47:38Z",
"trace_id": "a8711f66-25ed-4964-af35-53a72092b3dc"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 158,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-37565814",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-560567",
"timestamp": "2026-04-12T18:48:38Z",
"vitals": {
"cortisol_ugdl": 9.9,
"glucose": 101.1,
"hr": 79,
"qt_interval_ms": 443,
"spo2"... | {
"anomaly_score": 0.96,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity 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": 0.864,
"criticality": "life_threatening",
"id": "BIOPULSE-102406",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T03:44:18Z",
"trace_id": "a08f5342-daa5-44b6-b9c8-8e815cd66e37"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 218,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-C5D3C839",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-F9E038",
"timestamp": "2026-04-12T03:02:18Z",
"vitals": {
"cortisol_ugdl": 13.2,
"glucose": 143.8,
"hr": 89,
"qt_interval_ms": 418,
"spo2": 9... | {
"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 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": 0.912,
"criticality": "low",
"id": "BIOPULSE-102407",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T22:52:12Z",
"trace_id": "c3b350f9-7ca6-4782-b793-fa973532324a"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 131,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-D49EED7A",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-9AC636",
"timestamp": "2026-04-12T22:05:12Z",
"vitals": {
"cortisol_ugdl": 7.4,
"glucose": 94.9,
"hr": 66,
"qt_interval_ms": 408,
"spo2": 99,... | {
"anomaly_score": 0.81,
"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": 0.909,
"criticality": "life_threatening",
"id": "BIOPULSE-102408",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T10:46:05Z",
"trace_id": "cc828a39-8471-4940-91d6-6cdac262a6e2"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 127,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-B23DF9C2",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-99D77A",
"timestamp": "2026-04-12T09:55:05Z",
"vitals": {
"cortisol_ugdl": 13.7,
"glucose": 149,
"hr": 88,
"qt_interval_ms": 416,
"spo2": 95,... | {
"anomaly_score": 0.84,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade 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": 0.853,
"criticality": "medium",
"id": "BIOPULSE-102409",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T05:49:59Z",
"trace_id": "6e8c2246-9a3f-4a48-b107-409657233e94"
} | {
"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": 61,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-6E6EFD6C",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-A2D986",
"timestamp": "2026-04-12T04:55:59Z",
"vitals": {
"cortisol_ugdl": 8.7,
"glucose": 105.2,
"hr": 73,
"qt_interval_ms": 426,
"spo2": 96,
... | {
"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": 0.967,
"criticality": "low",
"id": "BIOPULSE-102410",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T10:38:53Z",
"trace_id": "4ff1386e-7213-4dac-873d-40b09851c12b"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 90,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B76A6918",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-B4371E",
"timestamp": "2026-04-12T09:32:53Z",
"vitals": {
"cortisol_ugdl": 8.4,
"glucose": 94.3,
"hr": 67,
"qt_interval_ms": 409,
"spo2": 98,
... | {
"anomaly_score": 0.95,
"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": 0.977,
"criticality": "low",
"id": "BIOPULSE-102411",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:33:52Z",
"trace_id": "bc71828a-694b-4fca-bae9-ff7669737454"
} | {
"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": 172,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-2AB48921",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-E0EF48",
"timestamp": "2026-04-12T09:01:52Z",
"vitals": {
"cortisol_ugdl": 18.2,
"glucose": 111.6,
"hr": 99,
"qt_interval_ms": 415,
"spo2": 96,
... | {
"anomaly_score": 0.98,
"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": 0.963,
"criticality": "low",
"id": "BIOPULSE-102412",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T15:33:33Z",
"trace_id": "18a63a3c-3fa4-4e58-ab04-3f5862d9fc0c"
} | {
"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": 210,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-15C15892",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-2D738D",
"timestamp": "2026-04-12T14:55:33Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 81.3,
"hr": 83,
"qt_interval_ms": 408,
"spo2": 94,
... | {
"anomaly_score": 0.94,
"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": 0.856,
"criticality": "high",
"id": "BIOPULSE-102413",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:56:07Z",
"trace_id": "c875a02b-3895-4bc3-824c-7cbbe13bb455"
} | {
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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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"tracked_biomarkers": [
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.987,
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"trace_id": "d4183cf8-59e4-49b1-b49d-9a0578107356"
} | {
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} | {
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"tracked_biomarkers": [
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{
"event_name": "MEDICATION_INGESTION_A",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.878,
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"trace_id": "cfae60ed-14dc-4e17-9e05-74b073ff73e7"
} | {
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"frailty",
"polypharmacy"
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} | {
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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": 0.986,
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"trace_id": "03fb459d-e2bd-4326-a589-c68b06b7e9ad"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
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"vitals": {
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.884,
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"trace_id": "f3c6f038-20ce-4704-ac69-60384828b7d1"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.954,
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"timestamp": "2026-04-12T01:49:39Z",
"trace_id": "d979ebee-1308-4589-a167-121f96650194"
} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.975,
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"timestamp": "2026-04-12T01:13:43Z",
"trace_id": "b685ea4a-eb21-4ac5-9501-fa3e0aa15ee3"
} | {
"age_group": "70+",
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],
"phenotype": "active_longevity"
} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.949,
"criticality": "low",
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"timestamp": "2026-04-12T09:01:35Z",
"trace_id": "4e457cf5-c2d8-4430-a9a2-37feb5603b7e"
} | {
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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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"timestamp": "2026-04-12T08:21:35Z",
"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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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.914,
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"timestamp": "2026-04-12T08:10:03Z",
"trace_id": "5215ac2f-5875-43c8-9df8-d244cfb2e88d"
} | {
"age_group": "31-50",
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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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"timestamp": "2026-04-12T07:18:03Z",
"vitals": {
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"hr": 56,
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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 active_longevity"
} | {
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"target_diagnoses": [
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.887,
"criticality": "life_threatening",
"id": "BIOPULSE-102424",
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"timestamp": "2026-04-12T23:33:49Z",
"trace_id": "b037784b-56ec-448c-b571-58771a6821e1"
} | {
"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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"timestamp": "2026-04-12T22:38:49Z",
"vitals": {
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"hr": 60,
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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 active_longevity"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.874,
"criticality": "medium",
"id": "BIOPULSE-102425",
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"timestamp": "2026-04-12T08:02:18Z",
"trace_id": "a2fb175e-19c4-400b-a626-bf02cbe14dc6"
} | {
"age_group": "18-30",
"existing_conditions": [
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} | {
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"prediction_window_minutes": 178,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-F2CC6561",
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"timestamp": "2026-04-12T06:58:18Z",
"vitals": {
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"glucose": 86.6,
"hr": 89,
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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 pediatric_asthmatic"
} | {
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"target_diagnoses": [
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.858,
"criticality": "life_threatening",
"id": "BIOPULSE-102426",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T13:41:45Z",
"trace_id": "afa26f93-d44d-4f55-a678-5fce34a4747c"
} | {
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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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"tracked_biomarkers": [
"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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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.97,
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} | {
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"tracked_biomarkers": [
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"spo2_pct",
... | [
{
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"vitals": {
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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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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.987,
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} | {
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],
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"tracked_biomarkers": [
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... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.951,
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"trace_id": "5fc50e6e-42d8-469c-9d11-772a6b93de7d"
} | {
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"tracked_biomarkers": [
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{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.977,
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"trace_id": "04cc1643-e7da-4b1f-bb8b-7cf84c061189"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
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"spo2_pct",
... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.965,
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"trace_id": "47568317-e927-46dd-89d2-acb6048a3075"
} | {
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],
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.949,
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"trace_id": "5f6f495a-b91a-488b-9268-93e793a0af3e"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.928,
"criticality": "high",
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"timestamp": "2026-04-12T03:44:47Z",
"trace_id": "5d9b3f72-9a82-47d8-9e34-7b99811cb508"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T02:56:47Z",
"vitals": {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.968,
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"trace_id": "0e8bcba0-5cf2-40a7-9beb-a4589741d49c"
} | {
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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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"timestamp": "2026-04-12T19:21:09Z",
"vitals": {
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.981,
"criticality": "medium",
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"timestamp": "2026-04-12T18:11:31Z",
"trace_id": "f7a41b5f-b62c-4a04-8223-6b6e5c6f9e23"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T17:45:31Z",
"vitals": {
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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"target_diagnoses": [
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.859,
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"id": "BIOPULSE-102439",
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"timestamp": "2026-04-12T18:28:27Z",
"trace_id": "acc53a86-e5ca-4394-b59a-9798f6878284"
} | {
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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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... | [
{
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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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} |
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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... | [
{
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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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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.936,
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"trace_id": "7d81c45b-632d-4b85-a1d2-5c049a644f30"
} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.944,
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"trace_id": "80f60ce7-a0e4-43a3-a474-f7136ef92fe0"
} | {
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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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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
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"timestamp": "2026-04-12T18:09:35Z",
"trace_id": "6a1c123d-9148-411b-8318-0b154915ee99"
} | {
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"tracked_biomarkers": [
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{
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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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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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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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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.94,
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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 | {
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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": 0.964,
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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 | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.852,
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.971,
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.952,
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.924,
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.919,
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} | {
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... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.944,
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} | {
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... | [
{
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"timestamp": "2026-04-12T05:27:13Z",
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.923,
"criticality": "high",
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"timestamp": "2026-04-12T18:06:16Z",
"trace_id": "cbf7d4cb-d05e-4031-95d6-eeb4b385dc12"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.968,
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"timestamp": "2026-04-12T22:16:14Z",
"trace_id": "b7baf764-45f1-43d6-9a25-8f8500d31cdd"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.852,
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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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} | {
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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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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.877,
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} | {
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],
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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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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "d26b327e-e1c1-4cc0-a273-9a00edefba1a"
} | {
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],
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} | {
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"glucose_mgdl",
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.913,
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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": 0.957,
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"trace_id": "50ef3503-0b26-4035-9949-6122475336fb"
} | {
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} | {
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"glucose_mgdl",
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"cortisol_u... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.856,
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"trace_id": "34a958da-a11d-45ea-8de9-083ed86f5f01"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.864,
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} | {
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} | {
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.984,
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"timestamp": "2026-04-13T00:45:11Z",
"trace_id": "1ad1eead-e99d-44c6-8c09-72df31ffaa4c"
} | {
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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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"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.866,
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"timestamp": "2026-04-12T07:49:43Z",
"trace_id": "cfeaa28f-38bf-48d9-8027-e86691d4dc5e"
} | {
"age_group": "31-50",
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"timestamp": "2026-04-12T07:05:43Z",
"vitals": {
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"hr": 75,
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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 active_longevity"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.858,
"criticality": "low",
"id": "BIOPULSE-102491",
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"timestamp": "2026-04-12T11:41:42Z",
"trace_id": "e4730117-c9f0-4b25-90aa-a5e94317af0d"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T10:51:42Z",
"vitals": {
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"spo2": 9... | {
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"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": 0.903,
"criticality": "low",
"id": "BIOPULSE-102492",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:06:46Z",
"trace_id": "3983d2f0-ed42-4a43-bf85-13901e2cbdc1"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 110,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-EA3116F5",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-E3FD49",
"timestamp": "2026-04-12T01:20:46Z",
"vitals": {
"cortisol_ugdl": 10.2,
"glucose": 99.2,
"hr": 75,
"qt_interval_ms": 437,
"spo2": 96... | {
"anomaly_score": 0.83,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity 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": 0.868,
"criticality": "low",
"id": "BIOPULSE-102493",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T14:08:00Z",
"trace_id": "465dff26-ee54-4846-838c-880911515c4c"
} | {
"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": 48,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-EE90381A",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-D3E024",
"timestamp": "2026-04-12T13:22:00Z",
"vitals": {
"cortisol_ugdl": 18,
"glucose": 108,
"hr": 101,
"qt_interval_ms": 422,
"spo2": 97,
... | {
"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": 0.916,
"criticality": "life_threatening",
"id": "BIOPULSE-102494",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T23:45:25Z",
"trace_id": "0279e85c-baa1-4562-a2b5-cf73cabaea96"
} | {
"age_group": "51-70",
"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": 174,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B870F059",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-BFCD18",
"timestamp": "2026-04-12T22:55:25Z",
"vitals": {
"cortisol_ugdl": 16.5,
"glucose": 94.8,
"hr": 85,
"qt_interval_ms": 414,
"spo2": 98,
... | {
"anomaly_score": 0.92,
"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": 0.943,
"criticality": "life_threatening",
"id": "BIOPULSE-102495",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T08:44:38Z",
"trace_id": "dbd2f20c-688e-4688-b9c9-34de283526f8"
} | {
"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": 74,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B1553FCD",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-7B21A9",
"timestamp": "2026-04-12T07:30:38Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 82,
"hr": 87,
"qt_interval_ms": 404,
"spo2": 94,
"... | {
"anomaly_score": 0.76,
"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": 0.928,
"criticality": "high",
"id": "BIOPULSE-102496",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T08:49:37Z",
"trace_id": "33b1b882-3f38-42c6-847b-26ba51449344"
} | {
"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": 136,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-B0E3E49F",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-A69C4D",
"timestamp": "2026-04-12T08:01:37Z",
"vitals": {
"cortisol_ugdl": 17.3,
"glucose": 103.3,
"hr": 100,
"qt_interval_ms": 422,
"spo2": 96,
... | {
"anomaly_score": 0.72,
"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": 0.866,
"criticality": "low",
"id": "BIOPULSE-102497",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T10:04:04Z",
"trace_id": "1aa0a937-2dcb-4b79-8536-34fb5431735b"
} | {
"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": 26,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-BE90975B",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-99951D",
"timestamp": "2026-04-12T09:09:04Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 89.4,
"hr": 73,
"qt_interval_ms": 424,
"spo2": 95,
"sys... | {
"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 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": 0.931,
"criticality": "life_threatening",
"id": "BIOPULSE-102498",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T06:39:16Z",
"trace_id": "b22ca3be-495b-470a-8177-e991fc32f245"
} | {
"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": 170,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-3D1591FA",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-B89F45",
"timestamp": "2026-04-12T05:34:16Z",
"vitals": {
"cortisol_ugdl": 9.2,
"glucose": 101.8,
"hr": 91,
"qt_interval_ms": 430,
"spo2": 93,
... | {
"anomaly_score": 0.98,
"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": 0.979,
"criticality": "high",
"id": "BIOPULSE-102499",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T16:12:29Z",
"trace_id": "f97d065b-52a4-4ebf-9ffe-8b5f7eb93e3a"
} | {
"age_group": "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": 20,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-8066BA20",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-53AE8E",
"timestamp": "2026-04-12T15:38:29Z",
"vitals": {
"cortisol_ugdl": 10.7,
"glucose": 145.6,
"hr": 77,
"qt_interval_ms": 422,
"spo2": 96,
... | {
"anomaly_score": 0.83,
"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"
]
} |
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