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": 0.894,
"criticality": "life_threatening",
"id": "BIOPULSE-102000",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T02:31:43Z",
"trace_id": "9ba902fe-73cf-4781-8946-206f5c127ab2"
} | {
"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": 232,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-210D7D16",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-B708E6",
"timestamp": "2026-04-12T01:31:43Z",
"vitals": {
"cortisol_ugdl": 14.2,
"glucose": 142.3,
"hr": 97,
"qt_interval_ms": 426,
"spo2": 9... | {
"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 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": 0.983,
"criticality": "high",
"id": "BIOPULSE-102001",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:37:23Z",
"trace_id": "38e83111-2f02-49fb-8992-5aef9e35296f"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 229,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-86ED4F47",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-D617DC",
"timestamp": "2026-04-12T06:01:23Z",
"vitals": {
"cortisol_ugdl": 8,
"glucose": 94.2,
"hr": 108,
"qt_interval_ms": 400,
"spo2": 96,
... | {
"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": 0.877,
"criticality": "low",
"id": "BIOPULSE-102002",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T03:10:22Z",
"trace_id": "23c527fb-5daa-488c-a0bc-e56c45e78b31"
} | {
"age_group": "51-70",
"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": 124,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-477E0814",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-45C5F7",
"timestamp": "2026-04-12T02:22:22Z",
"vitals": {
"cortisol_ugdl": 17.9,
"glucose": 106.1,
"hr": 91,
"qt_interval_ms": 427,
"spo2... | {
"anomaly_score": 0.8,
"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": 0.99,
"criticality": "life_threatening",
"id": "BIOPULSE-102003",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:54:49Z",
"trace_id": "b791a253-25c5-4cea-8250-e25c0e2318f2"
} | {
"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": 237,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-AEA44E21",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-0D8526",
"timestamp": "2026-04-12T03:56:49Z",
"vitals": {
"cortisol_ugdl": 9.1,
"glucose": 103,
"hr": 78,
"qt_interval_ms": 436,
"spo2":... | {
"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"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.854,
"criticality": "life_threatening",
"id": "BIOPULSE-102004",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T11:19:08Z",
"trace_id": "3ddf5c68-2f9e-4411-8c41-7db0df31bc17"
} | {
"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": 70,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-961297BA",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-0E13AC",
"timestamp": "2026-04-12T10:27:08Z",
"vitals": {
"cortisol_ugdl": 8.7,
"glucose": 89.8,
"hr": 95,
"qt_interval_ms": 412,
"spo2": 96,... | {
"anomaly_score": 0.72,
"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": 0.971,
"criticality": "life_threatening",
"id": "BIOPULSE-102005",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:37:03Z",
"trace_id": "ae092146-8e99-4a6f-a6fd-8899f5f25442"
} | {
"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": 138,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-FD8EE59E",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-442493",
"timestamp": "2026-04-12T17:47:03Z",
"vitals": {
"cortisol_ugdl": 17.2,
"glucose": 112.1,
"hr": 87,
"qt_interval_ms": 419,
"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 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": 0.956,
"criticality": "medium",
"id": "BIOPULSE-102006",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:26:13Z",
"trace_id": "e1ce3414-ca5e-4417-b9e7-00c902d9464b"
} | {
"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": 91,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-12388420",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-FAE1C3",
"timestamp": "2026-04-12T11:33:13Z",
"vitals": {
"cortisol_ugdl": 8.1,
"glucose": 104.9,
"hr": 74,
"qt_interval_ms": 424,
"spo2": 94,
... | {
"anomaly_score": 0.86,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.914,
"criticality": "low",
"id": "BIOPULSE-102007",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T21:19:30Z",
"trace_id": "a0b3672b-2564-4509-8feb-1d86d788c851"
} | {
"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": 26,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-1776A117",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-5B52DF",
"timestamp": "2026-04-12T20:17:30Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 82.9,
"hr": 81,
"qt_interval_ms": 408,
"spo2": 96,
"s... | {
"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 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": 0.989,
"criticality": "low",
"id": "BIOPULSE-102008",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:59:48Z",
"trace_id": "174b7997-f9f9-41da-94cc-864851428e23"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 45,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-DDE504EC",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-E4EB3D",
"timestamp": "2026-04-12T04:24:48Z",
"vitals": {
"cortisol_ugdl": 14.3,
"glucose": 151,
"hr": 84,
"qt_interval_ms": 432,
"spo2": 97,
... | {
"anomaly_score": 0.7,
"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": 0.878,
"criticality": "low",
"id": "BIOPULSE-102009",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:35:53Z",
"trace_id": "88000d67-f40a-4732-b157-cdcce1b1ec92"
} | {
"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": 115,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E5EB61CD",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-496593",
"timestamp": "2026-04-12T21:31:53Z",
"vitals": {
"cortisol_ugdl": 13.8,
"glucose": 152.2,
"hr": 88,
"qt_interval_ms": 425,
"spo2": 9... | {
"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 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": 0.872,
"criticality": "high",
"id": "BIOPULSE-102010",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T11:55:06Z",
"trace_id": "29fd2670-e702-46b8-8f9b-f66bbb408175"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 174,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-F7381F58",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-7D1E85",
"timestamp": "2026-04-12T11:09:06Z",
"vitals": {
"cortisol_ugdl": 14.3,
"glucose": 145.5,
"hr": 85,
"qt_interval_ms": 428,
"spo... | {
"anomaly_score": 0.92,
"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": 0.894,
"criticality": "high",
"id": "BIOPULSE-102011",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T08:05:37Z",
"trace_id": "fe752ce7-1a3a-496b-aa7b-0602846fe997"
} | {
"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": 140,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B415942B",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-A8DC09",
"timestamp": "2026-04-12T07:30:37Z",
"vitals": {
"cortisol_ugdl": 18.6,
"glucose": 111.9,
"hr": 87,
"qt_interval_ms": 433,
"spo2... | {
"anomaly_score": 0.8,
"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": 0.864,
"criticality": "low",
"id": "BIOPULSE-102012",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T02:17:30Z",
"trace_id": "b13bfb69-28f5-4335-a2f7-16f6cdea34de"
} | {
"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": 84,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-36A5A548",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-C77066",
"timestamp": "2026-04-12T01:38:30Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 91.3,
"hr": 101,
"qt_interval_ms": 398,
"spo2": 95,... | {
"anomaly_score": 0.74,
"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": 0.961,
"criticality": "high",
"id": "BIOPULSE-102013",
"outcome": "morbidity_risk_detected",
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"trace_id": "33f7dfa0-0ba1-4af0-a412-45b2a43b52c6"
} | {
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],
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} | {
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"glucose_mgdl",
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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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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"trace_id": "4387b4ea-188f-4438-be8e-af0931c67c13"
} | {
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"frailty",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
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... | [
{
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.875,
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"trace_id": "956f3534-8cd5-4951-84aa-0f0cee123708"
} | {
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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": "7d65370c-f4a8-41ee-b5d4-84701faf8349"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.926,
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} | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "c6ce16f3-2321-475d-975a-e279b8f6d13d"
} | {
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.889,
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} | {
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"tracked_biomarkers": [
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... | [
{
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.935,
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"trace_id": "8874acfb-f53e-4bb3-8c93-e2211f9cd0fc"
} | {
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"tracked_biomarkers": [
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.962,
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"trace_id": "ffd6654c-3509-46a9-8f6f-8da1884a8735"
} | {
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... | [
{
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"... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.854,
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"trace_id": "c1cb2c0d-6d51-4217-bf01-340c3cad9f18"
} | {
"age_group": "31-50",
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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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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
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... | [
{
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.9,
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"trace_id": "0ec93062-dbf8-4e27-a9ca-03a6b4407c75"
} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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]
} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "187c7da8-c7d9-4bd8-a256-afd5a2b70874"
} | {
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} | {
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{
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]
} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "baff5ea6-9016-45af-a6c3-419648763d7d"
} | {
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} | {
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{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "47832f48-8280-40ff-9b14-b9fda3bca673"
} | {
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} | {
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"tracked_biomarkers": [
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{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "bbb46830-ec97-455c-9f98-2b6c89d80837"
} | {
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} | {
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{
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"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "4309ffba-66d0-40ef-8d95-a2a5c1fff4eb"
} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.906,
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"timestamp": "2026-04-13T00:15:52Z",
"trace_id": "55ed66fc-eeac-4176-a16f-88c1114841cf"
} | {
"age_group": "70+",
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} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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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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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.868,
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"id": "BIOPULSE-102039",
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"timestamp": "2026-04-12T10:51:41Z",
"trace_id": "2b344f41-2bf0-46c1-b901-5a3b9e182042"
} | {
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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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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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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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{
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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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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "7d8c4c27-215e-45f6-b89a-0bdf38f1e2e0"
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"tracked_biomarkers": [
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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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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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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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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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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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{
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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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{
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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 | {
"confidence": 0.888,
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"trace_id": "2f8fac99-e4ff-4984-b3d6-d69781002b71"
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"cortisol_ug... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.918,
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"trace_id": "ee0e8ba0-f278-45d6-bba5-03905c6e6dfc"
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.929,
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"trace_id": "7fb610b7-65df-4179-95ae-e5877262593a"
} | {
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"tracked_biomarkers": [
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... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.897,
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"timestamp": "2026-04-12T20:46:16Z",
"trace_id": "cc494e74-cb38-45d8-b6b4-52599f6a50e8"
} | {
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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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"spo2": 98... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
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} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.915,
"criticality": "life_threatening",
"id": "BIOPULSE-102092",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T13:11:50Z",
"trace_id": "32497fdc-21d1-434c-a3d4-f73b939e833e"
} | {
"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": 126,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-7CFF6D87",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-027505",
"timestamp": "2026-04-12T11:59:50Z",
"vitals": {
"cortisol_ugdl": 5.8,
"glucose": 81.1,
"hr": 85,
"qt_interval_ms": 401,
"spo2": 95,
... | {
"anomaly_score": 0.84,
"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": 0.956,
"criticality": "life_threatening",
"id": "BIOPULSE-102093",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:14:25Z",
"trace_id": "e21e23a0-69a1-456d-b6d6-40c835c07d89"
} | {
"age_group": "51-70",
"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": 231,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-72AB2F21",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-0B06EC",
"timestamp": "2026-04-12T02:33:25Z",
"vitals": {
"cortisol_ugdl": 17.8,
"glucose": 108.8,
"hr": 85,
"qt_interval_ms": 430,
"spo2": 98,
... | {
"anomaly_score": 0.9,
"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": 0.927,
"criticality": "medium",
"id": "BIOPULSE-102094",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:42:55Z",
"trace_id": "10a32b4a-d560-4d09-b386-af4fd81289ec"
} | {
"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": 66,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-99C29AE4",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-269974",
"timestamp": "2026-04-12T17:41:55Z",
"vitals": {
"cortisol_ugdl": 13.5,
"glucose": 147.6,
"hr": 91,
"qt_interval_ms": 424,
"spo2": 96... | {
"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 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": 0.935,
"criticality": "medium",
"id": "BIOPULSE-102095",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T05:46:01Z",
"trace_id": "628832a9-01f7-4682-b07f-fbddf3efb8a9"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 149,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-FABA69FE",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-2F8E1D",
"timestamp": "2026-04-12T05:01:01Z",
"vitals": {
"cortisol_ugdl": 13.6,
"glucose": 152.8,
"hr": 80,
"qt_interval_ms": 437,
"spo2": 95,
... | {
"anomaly_score": 0.91,
"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": 0.917,
"criticality": "medium",
"id": "BIOPULSE-102096",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T18:23:55Z",
"trace_id": "a6eaae0b-1f42-4731-b7fb-97c1c31f573d"
} | {
"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": 197,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-D3BEEDB8",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-5BA7DA",
"timestamp": "2026-04-12T17:32:55Z",
"vitals": {
"cortisol_ugdl": 13.3,
"glucose": 142.3,
"hr": 94,
"qt_interval_ms": 417,
"spo2": 95,
... | {
"anomaly_score": 0.89,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.922,
"criticality": "low",
"id": "BIOPULSE-102097",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:51:43Z",
"trace_id": "c4cf0204-778a-40e9-9b42-f8999e734f2e"
} | {
"age_group": "31-50",
"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": 213,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-651D9024",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-10E92E",
"timestamp": "2026-04-12T02:40:43Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 97.8,
"hr": 76,
"qt_interval_ms": 405,
"spo2": 98,... | {
"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 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": 0.972,
"criticality": "life_threatening",
"id": "BIOPULSE-102098",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T06:34:15Z",
"trace_id": "68361730-beaf-4cb6-ad44-cec5abc6b095"
} | {
"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": 139,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-D8A0887A",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-66993B",
"timestamp": "2026-04-12T05:28:15Z",
"vitals": {
"cortisol_ugdl": 14.2,
"glucose": 95.7,
"hr": 80,
"qt_interval_ms": 419,
"spo2": 96,
... | {
"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 high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.943,
"criticality": "high",
"id": "BIOPULSE-102099",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:38:00Z",
"trace_id": "c7227b0e-adc0-4c07-a587-b045ee5f285d"
} | {
"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": 16,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-141BD96F",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-DA7D61",
"timestamp": "2026-04-12T16:29:00Z",
"vitals": {
"cortisol_ugdl": 17.4,
"glucose": 102.9,
"hr": 105,
"qt_interval_ms": 419,
"spo2": 9... | {
"anomaly_score": 0.84,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
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