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": 0.97,
"criticality": "life_threatening",
"id": "BIOPULSE-104900",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T17:20:40Z",
"trace_id": "235db107-8b4b-4ad2-b4ad-408ae99b999e"
} | {
"age_group": "18-30",
"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": 221,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-FAAD4217",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-241CAB",
"timestamp": "2026-04-12T17:01:40Z",
"vitals": {
"cortisol_ugdl": 16.2,
"glucose": 100.5,
"hr": 79,
"qt_interval_ms": 412,
"spo2": 96,
... | {
"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 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": 0.973,
"criticality": "low",
"id": "BIOPULSE-104901",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:32:38Z",
"trace_id": "9cf42832-388c-4342-85f4-4cbb9ea59e2d"
} | {
"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": 44,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-803F72F2",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-C387C6",
"timestamp": "2026-04-12T21:25:38Z",
"vitals": {
"cortisol_ugdl": 18.8,
"glucose": 106.2,
"hr": 91,
"qt_interval_ms": 429,
"spo2": 97,
... | {
"anomaly_score": 0.93,
"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": 0.946,
"criticality": "low",
"id": "BIOPULSE-104902",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:05:56Z",
"trace_id": "b69537c0-be27-43c4-8e7e-bf9a75543a41"
} | {
"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": 170,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-1C941B7D",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-9A23DF",
"timestamp": "2026-04-12T21:05:56Z",
"vitals": {
"cortisol_ugdl": 6.6,
"glucose": 85.3,
"hr": 89,
"qt_interval_ms": 405,
"spo2": 95,
... | {
"anomaly_score": 0.77,
"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": 0.943,
"criticality": "life_threatening",
"id": "BIOPULSE-104903",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T10:21:37Z",
"trace_id": "98254f84-1745-4ee3-a4ac-d79defb5174e"
} | {
"age_group": "51-70",
"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": 215,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-17167DCC",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-39B41B",
"timestamp": "2026-04-12T09:21:37Z",
"vitals": {
"cortisol_ugdl": 7.8,
"glucose": 94.7,
"hr": 64,
"qt_interval_ms": 410,
"spo2": 97,... | {
"anomaly_score": 0.74,
"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": 0.908,
"criticality": "life_threatening",
"id": "BIOPULSE-104904",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T20:08:38Z",
"trace_id": "5adf38ba-99dc-417e-817d-cf31a7a5063e"
} | {
"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": 204,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-793106C8",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-618891",
"timestamp": "2026-04-12T19:31:38Z",
"vitals": {
"cortisol_ugdl": 19,
"glucose": 108.9,
"hr": 102,
"qt_interval_ms": 413,
"spo2": 98,
... | {
"anomaly_score": 0.88,
"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": 0.987,
"criticality": "low",
"id": "BIOPULSE-104905",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:29:31Z",
"trace_id": "15dbe14f-84cb-4a97-9ebc-ed72d9c08ad3"
} | {
"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": 191,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-BEDDF6C1",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-42A5C9",
"timestamp": "2026-04-12T01:37:31Z",
"vitals": {
"cortisol_ugdl": 16.3,
"glucose": 97,
"hr": 75,
"qt_interval_ms": 419,
"spo2": 98,
... | {
"anomaly_score": 0.77,
"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": 0.952,
"criticality": "life_threatening",
"id": "BIOPULSE-104906",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T12:59:33Z",
"trace_id": "bb2fc22f-f813-4ce1-b63d-70723dfdfb00"
} | {
"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": 107,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-EA9C5CE9",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-C3F8A1",
"timestamp": "2026-04-12T12:39:33Z",
"vitals": {
"cortisol_ugdl": 7,
"glucose": 84.4,
"hr": 58,
"qt_interval_ms": 401,
"spo2": 97,
"... | {
"anomaly_score": 1,
"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": 0.862,
"criticality": "life_threatening",
"id": "BIOPULSE-104907",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T14:07:54Z",
"trace_id": "a02444b6-619d-4f81-9d38-d269a9f170ff"
} | {
"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": 27,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-CBB8FE76",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-304623",
"timestamp": "2026-04-12T13:29:54Z",
"vitals": {
"cortisol_ugdl": 14,
"glucose": 152.8,
"hr": 96,
"qt_interval_ms": 425,
"spo2": 96,
"... | {
"anomaly_score": 0.96,
"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": 0.95,
"criticality": "high",
"id": "BIOPULSE-104908",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:44:35Z",
"trace_id": "3cee0052-1c1e-48d1-9b45-c4c6c1093622"
} | {
"age_group": "18-30",
"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": 186,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-ED52F88A",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-8910E2",
"timestamp": "2026-04-12T06:04:35Z",
"vitals": {
"cortisol_ugdl": 12.9,
"glucose": 147.7,
"hr": 84,
"qt_interval_ms": 432,
"spo2": 9... | {
"anomaly_score": 0.72,
"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": 0.936,
"criticality": "medium",
"id": "BIOPULSE-104909",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:05:03Z",
"trace_id": "89f0893f-d347-462c-861e-b182708c0514"
} | {
"age_group": "51-70",
"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": 75,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-1D70FFD5",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-8D381C",
"timestamp": "2026-04-12T01:32:03Z",
"vitals": {
"cortisol_ugdl": 7.7,
"glucose": 80.3,
"hr": 57,
"qt_interval_ms": 403,
"spo2": 97,
... | {
"anomaly_score": 0.78,
"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": 0.888,
"criticality": "low",
"id": "BIOPULSE-104910",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:23:05Z",
"trace_id": "818f0a7d-148a-40ef-8691-30afaee43fbe"
} | {
"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": 203,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-936C0CA8",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-CA2D9D",
"timestamp": "2026-04-12T06:35:05Z",
"vitals": {
"cortisol_ugdl": 14.1,
"glucose": 143.1,
"hr": 89,
"qt_interval_ms": 418,
"spo2": 9... | {
"anomaly_score": 0.81,
"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": 0.92,
"criticality": "medium",
"id": "BIOPULSE-104911",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:21:06Z",
"trace_id": "085cc317-815d-47aa-b9a2-9e6756f5276e"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 85,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-D2AB4A8C",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-E735FC",
"timestamp": "2026-04-12T17:22:06Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 90,
"hr": 93,
"qt_interval_ms": 417,
"spo2": 94,
... | {
"anomaly_score": 0.85,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity 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": 0.917,
"criticality": "medium",
"id": "BIOPULSE-104912",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T03:25:59Z",
"trace_id": "0a01eeb2-3917-44d1-bd88-1d7108bbb902"
} | {
"age_group": "51-70",
"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": 157,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-224E3AEF",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-AD0E80",
"timestamp": "2026-04-12T02:40:59Z",
"vitals": {
"cortisol_ugdl": 4.9,
"glucose": 92.1,
"hr": 57,
"qt_interval_ms": 410,
"spo2": 97,
... | {
"anomaly_score": 0.87,
"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": "high",
"id": "BIOPULSE-104913",
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"timestamp": "2026-04-12T10:33:21Z",
"trace_id": "8e43e51b-51a1-4de2-bb14-0224bc47a53b"
} | {
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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",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-70725D",
"timestamp": "2026-04-12T10:00:21Z",
"vitals": {
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"hr": 90,
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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": 0.962,
"criticality": "high",
"id": "BIOPULSE-104914",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T20:44:14Z",
"trace_id": "e24249c6-19a3-4332-aabb-0ab50c66e923"
} | {
"age_group": "70+",
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"LIVER_ENZYME_DRIFT_SIMULATED",
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"prediction_window_minutes": 189,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-A1391D94",
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"signature": "Predictive Drug_Interaction_Toxicity 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": 0.965,
"criticality": "medium",
"id": "BIOPULSE-104915",
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"timestamp": "2026-04-13T00:48:42Z",
"trace_id": "9d68fe21-8d7d-44fb-98c4-f5d66db4b945"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
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"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
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"prediction_window_minutes": 102,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-4E6210D5",
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"vitals": {
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... | {
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"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"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": 0.974,
"criticality": "medium",
"id": "BIOPULSE-104916",
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"timestamp": "2026-04-12T04:11:35Z",
"trace_id": "8251f617-543a-4a01-8cbd-9709afcab7ca"
} | {
"age_group": "70+",
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"none"
],
"phenotype": "active_longevity"
} | {
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"TEMPERATURE_SPIKE",
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"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
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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-55CE64",
"timestamp": "2026-04-12T03:15:35Z",
"vitals": {
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... | {
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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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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.856,
"criticality": "life_threatening",
"id": "BIOPULSE-104917",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:20:11Z",
"trace_id": "b0a96e71-0067-4b97-a4c6-4f65173a4f1d"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
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"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
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"prediction_window_minutes": 175,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-E6E5B637",
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"sensor_id": "SENS-74F3DF",
"timestamp": "2026-04-12T04:48:11Z",
"vitals": {
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"anomaly_score": 0.76,
"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": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.964,
"criticality": "medium",
"id": "BIOPULSE-104918",
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"timestamp": "2026-04-12T05:33:39Z",
"trace_id": "8bd307a8-5241-45a9-8acc-72d153d83dbf"
} | {
"age_group": "51-70",
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"none"
],
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} | {
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"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
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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-04C27023",
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"sensor_id": "SENS-6A66DE",
"timestamp": "2026-04-12T04:47:39Z",
"vitals": {
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"anomaly_score": 0.7,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"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": 0.984,
"criticality": "high",
"id": "BIOPULSE-104919",
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"timestamp": "2026-04-12T09:19:32Z",
"trace_id": "d42263ab-2a38-40d7-b9c9-26a9f05b07ca"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
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"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
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"prediction_window_minutes": 24,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-9EE02149",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-AE35F9",
"timestamp": "2026-04-12T08:06:32Z",
"vitals": {
"cortisol_ugdl": 18.5,
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"hr": 89,
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"anomaly_score": 0.85,
"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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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.866,
"criticality": "low",
"id": "BIOPULSE-104920",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T15:46:22Z",
"trace_id": "9a68b90f-d165-426d-b5ea-fcd790fb447d"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
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"CORTISOL_SPIKE_REACTION",
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"prediction_window_minutes": 46,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-2CB50D",
"timestamp": "2026-04-12T14:47:22Z",
"vitals": {
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"glucose": 84.5,
"hr": 85,
"qt_interval_ms": 402,
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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"
} | {
"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": 0.98,
"criticality": "high",
"id": "BIOPULSE-104921",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T18:54:20Z",
"trace_id": "a75e767d-46f2-4be6-99aa-299c7783436c"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
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"SPO2_SUBTLE_DROP",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-B1F49A05",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-79B12A",
"timestamp": "2026-04-12T18:16:20Z",
"vitals": {
"cortisol_ugdl": 9.9,
"glucose": 100.8,
"hr": 95,
"qt_interval_ms": 436,
"spo2": 94... | {
"anomaly_score": 0.73,
"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",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.973,
"criticality": "low",
"id": "BIOPULSE-104922",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T18:10:38Z",
"trace_id": "289cedab-cb6e-4edc-80e7-7255b9f62657"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
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"prediction_window_minutes": 152,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-884A3342",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-66E9E2",
"timestamp": "2026-04-12T17:40:38Z",
"vitals": {
"cortisol_ugdl": 4.8,
"glucose": 92.1,
"hr": 56,
"qt_interval_ms": 398,
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"s... | {
"anomaly_score": 0.9,
"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": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.986,
"criticality": "medium",
"id": "BIOPULSE-104923",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:35:00Z",
"trace_id": "623e17de-c855-45ee-ad02-4c0c0dd5a54d"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
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"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
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"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 142,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-655BFE9D",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-13493B",
"timestamp": "2026-04-12T01:37:00Z",
"vitals": {
"cortisol_ugdl": 10.4,
"glucose": 106,
"hr": 78,
"qt_interval_ms": 443,
"spo2"... | {
"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",
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"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.874,
"criticality": "low",
"id": "BIOPULSE-104924",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T17:33:45Z",
"trace_id": "5195795d-a763-40b8-88cf-478feca884ce"
} | {
"age_group": "31-50",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
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"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
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"prediction_window_minutes": 36,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-301CE7A6",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-A35A94",
"timestamp": "2026-04-12T16:51:45Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 101.7,
"hr": 76,
"qt_interval_ms": 410,
"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 active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.94,
"criticality": "low",
"id": "BIOPULSE-104925",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:43:56Z",
"trace_id": "55461b43-1a18-466e-a623-0b30e9c7704b"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
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"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 132,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-14250F74",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-2CC385",
"timestamp": "2026-04-12T22:58:56Z",
"vitals": {
"cortisol_ugdl": 8.8,
"glucose": 97.3,
"hr": 66,
"qt_interval_ms": 417,
"spo2":... | {
"anomaly_score": 0.94,
"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",
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"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": "life_threatening",
"id": "BIOPULSE-104926",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:02:16Z",
"trace_id": "87138f99-ea65-41b8-acf1-da89b5c3b361"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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]
} |
1.0.0-bio-pulse-sample | {
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"trace_id": "843c6f96-751a-4516-8967-6319337cbb6b"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
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... | [
{
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.892,
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"trace_id": "f54d2cbe-0c98-40c8-8e28-20a223185716"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.872,
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"trace_id": "323292ea-1a0c-4b62-8091-17c042c08a1d"
} | {
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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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"... | {
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} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.866,
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"trace_id": "096fa696-37a8-4be1-a006-665f9fce15a9"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.98,
"criticality": "high",
"id": "BIOPULSE-104931",
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"trace_id": "e8953233-471e-4e55-8b92-aaf488b7e910"
} | {
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],
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} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.933,
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"timestamp": "2026-04-12T10:14:34Z",
"trace_id": "6312fee9-f28a-488e-a105-e5561d07a6fd"
} | {
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"type_2_diabetes",
"hypertension",
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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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"vitals": {
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.984,
"criticality": "medium",
"id": "BIOPULSE-104933",
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"trace_id": "9b3a7119-c4d7-4e8b-8833-127b81e84bb8"
} | {
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],
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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_id": "SENS-75E545",
"timestamp": "2026-04-12T02:01:23Z",
"vitals": {
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"hr": 109,
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"spo2": 95,... | {
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.867,
"criticality": "low",
"id": "BIOPULSE-104934",
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"timestamp": "2026-04-12T02:09:48Z",
"trace_id": "32d2f20f-f2aa-4d97-970c-230f64047be5"
} | {
"age_group": "51-70",
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"anxiety",
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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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"timestamp": "2026-04-12T01:32:48Z",
"vitals": {
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"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.977,
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"id": "BIOPULSE-104935",
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"timestamp": "2026-04-12T01:52:50Z",
"trace_id": "b744995e-df80-4702-96d8-881449b0830b"
} | {
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],
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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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"sensor_id": "SENS-23507E",
"timestamp": "2026-04-12T00:53:50Z",
"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.977,
"criticality": "medium",
"id": "BIOPULSE-104936",
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"timestamp": "2026-04-12T23:57:31Z",
"trace_id": "092ecc19-65ff-451a-ab80-a2621cf89784"
} | {
"age_group": "70+",
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],
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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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"timestamp": "2026-04-12T22:44:31Z",
"vitals": {
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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 active_longevity"
} | {
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.989,
"criticality": "low",
"id": "BIOPULSE-104937",
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"timestamp": "2026-04-12T18:58:25Z",
"trace_id": "0d77e137-3d5f-44bf-9750-412febd01ffd"
} | {
"age_group": "31-50",
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"sleep_debt"
],
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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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"sensor_id": "SENS-99CA04",
"timestamp": "2026-04-12T18:24:25Z",
"vitals": {
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"spo2": 9... | {
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"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.968,
"criticality": "life_threatening",
"id": "BIOPULSE-104938",
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"trace_id": "18970f2a-bbb9-41e2-a6f6-1b9a0b7162c8"
} | {
"age_group": "31-50",
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"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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"sensor_asset": "O2_Ring",
"sensor_id": "SENS-42BADC",
"timestamp": "2026-04-12T17:37:52Z",
"vitals": {
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"glucose": 103.1,
"hr": 77,
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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 high_stress_corporate"
} | {
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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": 0.971,
"criticality": "low",
"id": "BIOPULSE-104939",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T19:43:00Z",
"trace_id": "ee63332f-6170-409a-b8c0-5c39dbcda238"
} | {
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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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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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... | [
{
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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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... | [
{
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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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... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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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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} |
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": 0.977,
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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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... | [
{
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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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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.989,
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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": 0.964,
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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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} |
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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... | [
{
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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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{
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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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... | {
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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": 0.947,
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} | {
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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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{
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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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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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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.858,
"criticality": "medium",
"id": "BIOPULSE-104992",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:37:08Z",
"trace_id": "a3d6ca9d-c6d7-4a83-9258-eafa081c71d5"
} | {
"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": 213,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B5920A8E",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-D63D01",
"timestamp": "2026-04-12T00:54:08Z",
"vitals": {
"cortisol_ugdl": 17.1,
"glucose": 106.2,
"hr": 76,
"qt_interval_ms": 414,
"spo2": 98,
... | {
"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 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": 0.919,
"criticality": "medium",
"id": "BIOPULSE-104993",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:56:58Z",
"trace_id": "e3e86319-4cf7-4248-b337-7b6e093157b1"
} | {
"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": 112,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-7A015829",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-C83F18",
"timestamp": "2026-04-12T04:01:58Z",
"vitals": {
"cortisol_ugdl": 10.9,
"glucose": 98.1,
"hr": 80,
"qt_interval_ms": 446,
"spo2": 96,
... | {
"anomaly_score": 0.8,
"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": 0.982,
"criticality": "life_threatening",
"id": "BIOPULSE-104994",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T22:44:54Z",
"trace_id": "ecfc18cb-3948-4b6f-a0fc-f0fdf4c69e54"
} | {
"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": 110,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-8F29E6D1",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-2B7637",
"timestamp": "2026-04-12T22:07:54Z",
"vitals": {
"cortisol_ugdl": 8.7,
"glucose": 100.7,
"hr": 74,
"qt_interval_ms": 409,
"spo2": 97... | {
"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 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": 0.979,
"criticality": "medium",
"id": "BIOPULSE-104995",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:33:17Z",
"trace_id": "34ecca65-57b0-4111-ba82-5b8dbf7e3e45"
} | {
"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": 36,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-1A6FE6C6",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-D378C3",
"timestamp": "2026-04-12T04:21:17Z",
"vitals": {
"cortisol_ugdl": 6.1,
"glucose": 84,
"hr": 57,
"qt_interval_ms": 406,
"spo2": 97,
"sys... | {
"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": 0.881,
"criticality": "life_threatening",
"id": "BIOPULSE-104996",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:38:08Z",
"trace_id": "894beb48-fdaa-431d-896c-e48d1d75a0f9"
} | {
"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": 122,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-FA41C9C8",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-6E1DBF",
"timestamp": "2026-04-12T05:00:08Z",
"vitals": {
"cortisol_ugdl": 9.6,
"glucose": 98.8,
"hr": 76,
"qt_interval_ms": 437,
"spo2": 96,... | {
"anomaly_score": 0.94,
"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": 0.965,
"criticality": "life_threatening",
"id": "BIOPULSE-104997",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:19:11Z",
"trace_id": "19d5ff3c-b52d-4761-b249-4f18a154b7a1"
} | {
"age_group": "31-50",
"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": 136,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-C7899791",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-E8B783",
"timestamp": "2026-04-12T07:27:11Z",
"vitals": {
"cortisol_ugdl": 10.5,
"glucose": 137,
"hr": 76,
"qt_interval_ms": 426,
"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 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": 0.921,
"criticality": "low",
"id": "BIOPULSE-104998",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T21:38:59Z",
"trace_id": "0f29b9c4-8d70-4fad-abba-c9030377982c"
} | {
"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": 80,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-53F12E54",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-088C02",
"timestamp": "2026-04-12T20:34:59Z",
"vitals": {
"cortisol_ugdl": 17,
"glucose": 108.3,
"hr": 89,
"qt_interval_ms": 426,
"spo2": 98,
... | {
"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": 0.93,
"criticality": "medium",
"id": "BIOPULSE-104999",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:07:41Z",
"trace_id": "8001bbcb-4676-4df2-8aaa-deaeaa17685f"
} | {
"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": 217,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-24FA07D3",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-3C65A6",
"timestamp": "2026-04-12T21:10:41Z",
"vitals": {
"cortisol_ugdl": 10.7,
"glucose": 106.1,
"hr": 76,
"qt_interval_ms": 441,
"spo2": 9... | {
"anomaly_score": 0.89,
"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"
]
} |
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