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": 0.875,
"criticality": "high",
"id": "BIOPULSE-100800",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:56:36Z",
"trace_id": "d06283da-4944-4f99-a520-e2a0608299ae"
} | {
"age_group": "31-50",
"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": 142,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-D32A79ED",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-6DA6A9",
"timestamp": "2026-04-12T09:09:36Z",
"vitals": {
"cortisol_ugdl": 14.2,
"glucose": 142.8,
"hr": 94,
"qt_interval_ms": 421,
"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 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": 0.894,
"criticality": "medium",
"id": "BIOPULSE-100801",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T07:13:16Z",
"trace_id": "e9d3bffe-6eeb-452b-8749-b11af336c862"
} | {
"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": 151,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-101A802F",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-704821",
"timestamp": "2026-04-12T06:27:16Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 91.4,
"hr": 93,
"qt_interval_ms": 419,
"spo2": 96,
... | {
"anomaly_score": 0.7,
"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": 0.923,
"criticality": "low",
"id": "BIOPULSE-100802",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T16:03:20Z",
"trace_id": "4efa3b5c-417c-4eba-b924-f6e45602c4eb"
} | {
"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": 36,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-327D7C68",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-A7ACEF",
"timestamp": "2026-04-12T15:10:20Z",
"vitals": {
"cortisol_ugdl": 7.8,
"glucose": 90.1,
"hr": 71,
"qt_interval_ms": 428,
"spo2": 94,
... | {
"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 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": 0.956,
"criticality": "low",
"id": "BIOPULSE-100803",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:38:46Z",
"trace_id": "7cca4ff4-3561-4052-a0bf-1cb45dd00d63"
} | {
"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": 43,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-19B4696C",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-C26EA1",
"timestamp": "2026-04-12T03:52:46Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 100.7,
"hr": 80,
"qt_interval_ms": 439,
"spo2"... | {
"anomaly_score": 0.88,
"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": 0.918,
"criticality": "low",
"id": "BIOPULSE-100804",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:34:25Z",
"trace_id": "b81e0dda-3e57-4321-a740-726cf5fb8c1e"
} | {
"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": 155,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-DAE3E4E1",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-084F2D",
"timestamp": "2026-04-12T05:49:25Z",
"vitals": {
"cortisol_ugdl": 12.5,
"glucose": 145.9,
"hr": 73,
"qt_interval_ms": 420,
"spo2": 96,
... | {
"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 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": 0.852,
"criticality": "high",
"id": "BIOPULSE-100805",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T13:23:08Z",
"trace_id": "f602093a-a22e-4c21-8032-5cae52a53028"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 214,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-517441FE",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-2EF63C",
"timestamp": "2026-04-12T12:52:08Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 101.3,
"hr": 77,
"qt_interval_ms": 406,
"spo2": 97,... | {
"anomaly_score": 0.92,
"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": 0.941,
"criticality": "high",
"id": "BIOPULSE-100806",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:38:48Z",
"trace_id": "f4038613-24ad-4d96-81b9-5208d75fb345"
} | {
"age_group": "51-70",
"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": 226,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-8E3C60B8",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-5A46AD",
"timestamp": "2026-04-12T08:43:48Z",
"vitals": {
"cortisol_ugdl": 10.5,
"glucose": 103.2,
"hr": 75,
"qt_interval_ms": 437,
"spo2": 9... | {
"anomaly_score": 0.92,
"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": 0.904,
"criticality": "life_threatening",
"id": "BIOPULSE-100807",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T12:17:38Z",
"trace_id": "3e029d07-6bb5-480f-98ee-5ce46af1a97e"
} | {
"age_group": "31-50",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 64,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-C6FFECE3",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-1E578A",
"timestamp": "2026-04-12T11:15:38Z",
"vitals": {
"cortisol_ugdl": 13,
"glucose": 149.7,
"hr": 85,
"qt_interval_ms": 430,
"spo2": 95,... | {
"anomaly_score": 0.89,
"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": 0.97,
"criticality": "life_threatening",
"id": "BIOPULSE-100808",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T19:02:38Z",
"trace_id": "f41e22f4-8505-440d-893b-61ab5359d405"
} | {
"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": 163,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-2B36919B",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-A3818B",
"timestamp": "2026-04-12T17:43:38Z",
"vitals": {
"cortisol_ugdl": 10.7,
"glucose": 107.3,
"hr": 90,
"qt_interval_ms": 424,
"spo2": 9... | {
"anomaly_score": 0.75,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.895,
"criticality": "high",
"id": "BIOPULSE-100809",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:41:37Z",
"trace_id": "ce213577-750f-489d-822e-6c0a2b2b0385"
} | {
"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": 196,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-9C5B3C33",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-D4F44B",
"timestamp": "2026-04-12T06:28:37Z",
"vitals": {
"cortisol_ugdl": 12.8,
"glucose": 153.1,
"hr": 98,
"qt_interval_ms": 424,
"spo2": 9... | {
"anomaly_score": 0.92,
"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": 0.964,
"criticality": "medium",
"id": "BIOPULSE-100810",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T03:40:45Z",
"trace_id": "5a8e8297-c0a0-431a-a368-2f608ae06dde"
} | {
"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": 146,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B3EBF6DE",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-85F856",
"timestamp": "2026-04-12T03:11:45Z",
"vitals": {
"cortisol_ugdl": 5.2,
"glucose": 87.4,
"hr": 58,
"qt_interval_ms": 398,
"spo2": 99,
... | {
"anomaly_score": 0.72,
"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": 0.923,
"criticality": "low",
"id": "BIOPULSE-100811",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T14:21:34Z",
"trace_id": "1e0d7555-0233-4b9a-87e0-fd3590c2a30d"
} | {
"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": 202,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-9DDAD27C",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-37BE2B",
"timestamp": "2026-04-12T13:20:34Z",
"vitals": {
"cortisol_ugdl": 17.8,
"glucose": 112.6,
"hr": 85,
"qt_interval_ms": 432,
"spo2... | {
"anomaly_score": 0.95,
"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": 0.863,
"criticality": "low",
"id": "BIOPULSE-100812",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:10:43Z",
"trace_id": "880c512d-0487-4e77-97ae-462e87d77220"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 176,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-75FBB774",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-4E97A1",
"timestamp": "2026-04-12T03:10:43Z",
"vitals": {
"cortisol_ugdl": 9.8,
"glucose": 91.9,
"hr": 101,
"qt_interval_ms": 405,
"spo2": 95,
... | {
"anomaly_score": 0.93,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.882,
"criticality": "life_threatening",
"id": "BIOPULSE-100813",
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"trace_id": "8fe54a9b-2b22-49c1-8188-335433dfff2c"
} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.863,
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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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} | {
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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": 0.851,
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"trace_id": "f8c34ae1-780e-4b61-b40d-c686ed225f1c"
} | {
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],
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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} | {
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"Atrial_Fibrillation",
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.932,
"criticality": "medium",
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"trace_id": "111e9a7a-970b-475a-85f2-2020fe46e590"
} | {
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],
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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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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.99,
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"trace_id": "fd2bcb0e-cd31-4c4c-bad5-70fc16997cfd"
} | {
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],
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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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"vitals": {
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.92,
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"trace_id": "de523285-fb93-49cf-82c7-0371c4122ed9"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.99,
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"timestamp": "2026-04-12T23:26:58Z",
"trace_id": "cd01b0e6-dd22-422f-9c6f-683efe77df6b"
} | {
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} | {
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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"hr": 101,
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.924,
"criticality": "life_threatening",
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"trace_id": "2e7651c2-269a-43a1-a9af-f758c6d72bad"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
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"target_diagnoses": [
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"Atrial_Fibrillation",
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.956,
"criticality": "life_threatening",
"id": "BIOPULSE-100822",
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"timestamp": "2026-04-12T10:42:16Z",
"trace_id": "9bca05ff-12d1-4283-af8a-619d50edd702"
} | {
"age_group": "70+",
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],
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} | {
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"prediction_window_minutes": 101,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T10:01:16Z",
"vitals": {
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"hr": 65,
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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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"target_diagnoses": [
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.927,
"criticality": "medium",
"id": "BIOPULSE-100823",
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"timestamp": "2026-04-12T20:07:39Z",
"trace_id": "17288a4e-0215-40c5-8cce-5a0612f64007"
} | {
"age_group": "51-70",
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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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"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-5BE0CC",
"timestamp": "2026-04-12T19:12:39Z",
"vitals": {
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"glucose": 108.6,
"hr": 97,
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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 high_stress_corporate"
} | {
"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": 0.872,
"criticality": "high",
"id": "BIOPULSE-100824",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:55:17Z",
"trace_id": "974ef84b-3ac9-47f4-9363-bf3305840c25"
} | {
"age_group": "18-30",
"existing_conditions": [
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],
"phenotype": "pediatric_asthmatic"
} | {
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"prediction_window_minutes": 64,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-8893C9F1",
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"sensor_id": "SENS-852600",
"timestamp": "2026-04-12T11:01:17Z",
"vitals": {
"cortisol_ugdl": 9.4,
"glucose": 92.7,
"hr": 90,
"qt_interval_ms": 411,
"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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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.878,
"criticality": "low",
"id": "BIOPULSE-100825",
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"timestamp": "2026-04-12T10:08:56Z",
"trace_id": "1d904a1d-6c67-44ab-92f3-d0c2a0ac4296"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
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"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 178,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-FBB0C4E8",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-28874F",
"timestamp": "2026-04-12T09:11:56Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 99.3,
"hr": 71,
"qt_interval_ms": 435,
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... | {
"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",
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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": 0.87,
"criticality": "life_threatening",
"id": "BIOPULSE-100826",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T06:31:43Z",
"trace_id": "59604d48-3729-47e2-97cd-fc1c90a1b6fa"
} | {
"age_group": "31-50",
"existing_conditions": [
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"hypertension",
"obesity"
],
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"tracked_biomarkers": [
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.887,
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"trace_id": "38e47c51-3507-46d3-a9e4-0e6048dcf88d"
} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.869,
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"trace_id": "feef806c-6d27-4d0a-8eee-791aa36c851e"
} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "4f82a29e-8832-4af4-bcde-78591804d985"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
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"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.917,
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"trace_id": "58c2d849-7bb9-46b7-b4d8-1db3a95ad281"
} | {
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.959,
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"timestamp": "2026-04-12T03:18:29Z",
"trace_id": "12767842-3cb6-411c-9cc7-a7d6932a0192"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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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": 0.949,
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"trace_id": "a741b3f2-c291-4056-81c3-d7231d1cd291"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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"vitals": {
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"s... | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.913,
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"trace_id": "9b1c4ec7-e59a-46a2-b07d-0fe0bafb105c"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
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"timestamp": "2026-04-12T10:11:37Z",
"vitals": {
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.858,
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"trace_id": "13d5d8a1-549b-43ce-b03e-408e0ea84e0d"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_id": "SENS-9CBC0E",
"timestamp": "2026-04-12T00:23:08Z",
"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.937,
"criticality": "low",
"id": "BIOPULSE-100836",
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"timestamp": "2026-04-12T23:58:36Z",
"trace_id": "3fb50af6-c98d-4630-ab19-b06f53a73406"
} | {
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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": "2026-04-12T22:46:36Z",
"vitals": {
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"glucose": 101.5,
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"spo2": 97... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.98,
"criticality": "high",
"id": "BIOPULSE-100837",
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"timestamp": "2026-04-12T01:02:57Z",
"trace_id": "19533ca4-791b-4889-b03b-748145133f3a"
} | {
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"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-ED7EA0",
"timestamp": "2026-04-12T00:07:57Z",
"vitals": {
"cortisol_ugdl": 11.8,
"glucose": 142.9,
"hr": 76,
"qt_interval_ms": 426,
"spo2": 96,... | {
"anomaly_score": 0.81,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.919,
"criticality": "high",
"id": "BIOPULSE-100838",
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"timestamp": "2026-04-12T07:08:32Z",
"trace_id": "f89a6e11-b106-44b2-92ce-11d5472cdd72"
} | {
"age_group": "18-30",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-A6D02D9F",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-3DF6CA",
"timestamp": "2026-04-12T06:13:32Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 92.7,
"hr": 95,
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"spo2": 9... | {
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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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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.987,
"criticality": "medium",
"id": "BIOPULSE-100839",
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"timestamp": "2026-04-12T23:38:18Z",
"trace_id": "56523f9a-cec5-40ee-9631-9a116bec49a8"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
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"phenotype": "geriatric_frailty"
} | {
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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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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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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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... | [
{
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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 | {
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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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} |
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": 0.92,
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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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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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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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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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"spo2": 95,... | {
"anomaly_score": 0.9,
"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": 0.87,
"criticality": "high",
"id": "BIOPULSE-100892",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:51:54Z",
"trace_id": "fda653d5-343d-470e-ba46-68f2b2d1b4e9"
} | {
"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": 127,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-691D8075",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-A38F4D",
"timestamp": "2026-04-12T04:57:54Z",
"vitals": {
"cortisol_ugdl": 10.8,
"glucose": 104.4,
"hr": 80,
"qt_interval_ms": 436,
"spo2... | {
"anomaly_score": 0.93,
"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": 0.881,
"criticality": "medium",
"id": "BIOPULSE-100893",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:27:45Z",
"trace_id": "b88387c3-df6f-485c-9843-c557896f9f79"
} | {
"age_group": "31-50",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 143,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-09FFABC8",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-13D188",
"timestamp": "2026-04-12T03:44:45Z",
"vitals": {
"cortisol_ugdl": 12.8,
"glucose": 145.6,
"hr": 82,
"qt_interval_ms": 427,
"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 sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.924,
"criticality": "low",
"id": "BIOPULSE-100894",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:42:59Z",
"trace_id": "d74a4668-8877-4670-a87f-b11ccac70a3f"
} | {
"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": 62,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-1D9136A1",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-046FC9",
"timestamp": "2026-04-12T01:51:59Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 92.2,
"hr": 62,
"qt_interval_ms": 406,
"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 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": 0.93,
"criticality": "low",
"id": "BIOPULSE-100895",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T19:26:25Z",
"trace_id": "855f2536-f95a-4b86-82fb-a6617225b24e"
} | {
"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": 130,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-A92D5238",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-D762FE",
"timestamp": "2026-04-12T18:37:25Z",
"vitals": {
"cortisol_ugdl": 4.1,
"glucose": 93.7,
"hr": 59,
"qt_interval_ms": 400,
"spo2": 98,
"s... | {
"anomaly_score": 0.99,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.982,
"criticality": "high",
"id": "BIOPULSE-100896",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T14:28:35Z",
"trace_id": "c7dea52f-e624-4fb5-861d-422fafc60019"
} | {
"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": 136,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-584EF78E",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-2D0635",
"timestamp": "2026-04-12T13:38:35Z",
"vitals": {
"cortisol_ugdl": 8.2,
"glucose": 100.5,
"hr": 65,
"qt_interval_ms": 417,
"spo2... | {
"anomaly_score": 0.75,
"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": 0.912,
"criticality": "medium",
"id": "BIOPULSE-100897",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T16:05:18Z",
"trace_id": "c6701e89-e869-418c-80e1-9c58c1201722"
} | {
"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": 173,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-E776C54A",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-BAF057",
"timestamp": "2026-04-12T15:10:18Z",
"vitals": {
"cortisol_ugdl": 17.3,
"glucose": 110.5,
"hr": 90,
"qt_interval_ms": 428,
"spo2": 9... | {
"anomaly_score": 0.83,
"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": 0.98,
"criticality": "low",
"id": "BIOPULSE-100898",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:22:43Z",
"trace_id": "e66fe65c-1620-43d2-a5dc-400e1704ec20"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 44,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-4550E200",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-5A3C9C",
"timestamp": "2026-04-12T15:30:43Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 94.5,
"hr": 69,
"qt_interval_ms": 406,
"spo2": 96,... | {
"anomaly_score": 0.79,
"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": 0.908,
"criticality": "low",
"id": "BIOPULSE-100899",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T11:29:36Z",
"trace_id": "cdb35c23-3961-4cab-8b08-f577cf062d9b"
} | {
"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": 205,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-9156D0F3",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-417D70",
"timestamp": "2026-04-12T10:52:36Z",
"vitals": {
"cortisol_ugdl": 6.9,
"glucose": 92.8,
"hr": 54,
"qt_interval_ms": 405,
"spo2": 99,
... | {
"anomaly_score": 0.89,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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"
]
} |
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