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": 0.874,
"criticality": "medium",
"id": "BIOPULSE-103900",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T19:19:04Z",
"trace_id": "5d1cc541-0b82-4993-9eb3-27b0c871974a"
} | {
"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": 75,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-77EDF400",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-FE8423",
"timestamp": "2026-04-12T18:15:04Z",
"vitals": {
"cortisol_ugdl": 12.9,
"glucose": 147,
"hr": 80,
"qt_interval_ms": 430,
"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": 0.902,
"criticality": "low",
"id": "BIOPULSE-103901",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:19:51Z",
"trace_id": "5f9cdf61-cb7d-4098-832c-eeca44a17225"
} | {
"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": 25,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-01919A5E",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-DE093F",
"timestamp": "2026-04-12T02:35:51Z",
"vitals": {
"cortisol_ugdl": 8.8,
"glucose": 93.6,
"hr": 100,
"qt_interval_ms": 397,
"spo2": 95,
... | {
"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 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": 0.925,
"criticality": "high",
"id": "BIOPULSE-103902",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:50:42Z",
"trace_id": "dc5a48d9-cd80-4f2e-b214-723bf657a22c"
} | {
"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": 88,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-CB086A70",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-0D6A4D",
"timestamp": "2026-04-12T07:06:42Z",
"vitals": {
"cortisol_ugdl": 13.9,
"glucose": 152.7,
"hr": 84,
"qt_interval_ms": 431,
"spo2": 9... | {
"anomaly_score": 0.87,
"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": 0.887,
"criticality": "life_threatening",
"id": "BIOPULSE-103903",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:44:30Z",
"trace_id": "78965436-86a2-463d-8dbc-64b309d43561"
} | {
"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": 181,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-4E40DC4A",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-4D9152",
"timestamp": "2026-04-12T17:46:30Z",
"vitals": {
"cortisol_ugdl": 8.2,
"glucose": 99.6,
"hr": 73,
"qt_interval_ms": 433,
"spo2": 94,
... | {
"anomaly_score": 0.76,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.867,
"criticality": "medium",
"id": "BIOPULSE-103904",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T16:10:47Z",
"trace_id": "ab49f418-0b00-45aa-ab1e-3d5ce240d55b"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 240,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-018C4DBF",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-F526DF",
"timestamp": "2026-04-12T15:19:47Z",
"vitals": {
"cortisol_ugdl": 17.3,
"glucose": 99.7,
"hr": 78,
"qt_interval_ms": 418,
"spo2": 97,
"... | {
"anomaly_score": 0.76,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.903,
"criticality": "medium",
"id": "BIOPULSE-103905",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:10:20Z",
"trace_id": "e4e1ab8f-cecc-4c4b-8a1e-5a564cb91913"
} | {
"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": 35,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-955C379C",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-8A2C7A",
"timestamp": "2026-04-12T16:15:20Z",
"vitals": {
"cortisol_ugdl": 13.3,
"glucose": 142.7,
"hr": 92,
"qt_interval_ms": 422,
"spo2": 95... | {
"anomaly_score": 0.83,
"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": 0.877,
"criticality": "life_threatening",
"id": "BIOPULSE-103906",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T11:09:00Z",
"trace_id": "8d1bdaf8-4981-4529-8e03-934a01fd03a9"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 70,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-707C9CFB",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-77798E",
"timestamp": "2026-04-12T10:06:00Z",
"vitals": {
"cortisol_ugdl": 8.7,
"glucose": 94.2,
"hr": 61,
"qt_interval_ms": 420,
"spo2"... | {
"anomaly_score": 0.85,
"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": 0.934,
"criticality": "medium",
"id": "BIOPULSE-103907",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:09:29Z",
"trace_id": "5ec2da6c-584c-4f5f-ac5d-88b3e80173ad"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 44,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-AA6246CC",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-425E2F",
"timestamp": "2026-04-12T15:30:29Z",
"vitals": {
"cortisol_ugdl": 5.8,
"glucose": 89.9,
"hr": 52,
"qt_interval_ms": 406,
"spo2": 97,
... | {
"anomaly_score": 0.9,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"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": 0.969,
"criticality": "high",
"id": "BIOPULSE-103908",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T21:37:08Z",
"trace_id": "f7f6476c-474c-48b5-bcff-5d07d820a5ac"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 36,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-22613C48",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-A5559F",
"timestamp": "2026-04-12T20:29:08Z",
"vitals": {
"cortisol_ugdl": 5.3,
"glucose": 86.4,
"hr": 55,
"qt_interval_ms": 398,
"spo2": 97,
... | {
"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": 0.927,
"criticality": "medium",
"id": "BIOPULSE-103909",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T10:52:51Z",
"trace_id": "051a83ed-ae7f-4935-a4f0-c735e59e47a2"
} | {
"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": 62,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-AA44B21F",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-355D3E",
"timestamp": "2026-04-12T09:48:51Z",
"vitals": {
"cortisol_ugdl": 9.9,
"glucose": 89.7,
"hr": 90,
"qt_interval_ms": 418,
"spo2"... | {
"anomaly_score": 0.87,
"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": 0.865,
"criticality": "medium",
"id": "BIOPULSE-103910",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:48:54Z",
"trace_id": "cf49b938-6e1f-4b7d-8951-1778e1dc48e1"
} | {
"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": 167,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-66EC658F",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-B75811",
"timestamp": "2026-04-12T12:05:54Z",
"vitals": {
"cortisol_ugdl": 18.3,
"glucose": 113.1,
"hr": 99,
"qt_interval_ms": 424,
"spo2": 97... | {
"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 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": 0.86,
"criticality": "high",
"id": "BIOPULSE-103911",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T12:03:34Z",
"trace_id": "6b299668-a5b6-4214-9e52-ee9ad7484229"
} | {
"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": 57,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-05D23826",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-839E57",
"timestamp": "2026-04-12T11:11:34Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 93.2,
"hr": 91,
"qt_interval_ms": 407,
"spo2": 9... | {
"anomaly_score": 0.77,
"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": 0.906,
"criticality": "life_threatening",
"id": "BIOPULSE-103912",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T10:56:58Z",
"trace_id": "447230fe-f4f7-48f1-abd3-0ac43480ca77"
} | {
"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": 28,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-84F15EFB",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-857EC6",
"timestamp": "2026-04-12T10:11:58Z",
"vitals": {
"cortisol_ugdl": 6.8,
"glucose": 86.2,
"hr": 81,
"qt_interval_ms": 396,
"spo2": 95,
... | {
"anomaly_score": 0.82,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.855,
"criticality": "life_threatening",
"id": "BIOPULSE-103913",
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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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"tracked_biomarkers": [
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{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "18b338e3-2396-478b-97fe-15418ead34fe"
} | {
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{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "2d919c3e-878f-4897-a8fd-552e2453d547"
} | {
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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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"trace_id": "e40e5f33-f5ef-4dfe-8f4c-07777e030b16"
} | {
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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": 0.938,
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"trace_id": "f1883232-186c-4245-9ee6-0da5087ab438"
} | {
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.93,
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"trace_id": "4923762d-6b28-4aad-b913-e8f71d5bf20d"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ug... | [
{
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"timestamp": "2026-04-12T18:48:12Z",
"vitals": {
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.97,
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"trace_id": "94ed71e4-7249-4087-b59a-7194e4f257f0"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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"timestamp": "2026-04-12T13:30:59Z",
"vitals": {
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"hr": 74,
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"s... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.975,
"criticality": "life_threatening",
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"timestamp": "2026-04-12T23:21:03Z",
"trace_id": "a2fd7ec4-871e-4bab-b710-d8b994bd5eba"
} | {
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"polypharmacy"
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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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"vitals": {
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"hr": 93,
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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 geriatric_frailty"
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.974,
"criticality": "medium",
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"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:44:02Z",
"trace_id": "47f1bad7-522d-4cfe-8a4a-aa77370eb7f8"
} | {
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"hypertension",
"obesity"
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} | {
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"prediction_window_minutes": 81,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-6D55E7BF",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-3773A8",
"timestamp": "2026-04-12T01:59:02Z",
"vitals": {
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"hr": 82,
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"spo... | {
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"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.857,
"criticality": "low",
"id": "BIOPULSE-103926",
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"timestamp": "2026-04-12T07:44:23Z",
"trace_id": "17900671-435b-4f35-a363-2fd1559ed480"
} | {
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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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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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... | [
{
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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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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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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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"tracked_biomarkers": [
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... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.852,
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} | {
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} | {
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"tracked_biomarkers": [
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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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"vitals": {
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} | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "eb8476ec-6345-424d-9f23-bb30a66aec03"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.899,
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"trace_id": "58234fe1-78ab-43ab-b2aa-76b813d4332b"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.915,
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"trace_id": "730f9bbf-7c5a-491e-a485-27a7874744d2"
} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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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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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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"cortisol_u... | [
{
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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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} |
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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} |
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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} |
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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"anomaly_score": 0.92,
"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": 0.92,
"criticality": "medium",
"id": "BIOPULSE-103992",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:44:11Z",
"trace_id": "48185fe7-3c09-41a2-9b19-afbc02e990c5"
} | {
"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": 97,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E84189C1",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-A4BBD8",
"timestamp": "2026-04-12T11:02:11Z",
"vitals": {
"cortisol_ugdl": 18.9,
"glucose": 108.7,
"hr": 98,
"qt_interval_ms": 420,
"spo2": 97,
... | {
"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 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": 0.92,
"criticality": "medium",
"id": "BIOPULSE-103993",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:24:24Z",
"trace_id": "d2129eb5-a3e5-4dcb-ae2f-1ca776fb87de"
} | {
"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": 181,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-F2FB8EF9",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-78D253",
"timestamp": "2026-04-12T11:23:24Z",
"vitals": {
"cortisol_ugdl": 10.7,
"glucose": 102.1,
"hr": 86,
"qt_interval_ms": 431,
"spo2": 94,
... | {
"anomaly_score": 0.87,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.935,
"criticality": "medium",
"id": "BIOPULSE-103994",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:28:47Z",
"trace_id": "a3f4c86f-0f8e-4e68-85a4-f84b707f3e80"
} | {
"age_group": "31-50",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 25,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-7502AC23",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-0BCA82",
"timestamp": "2026-04-12T07:42:47Z",
"vitals": {
"cortisol_ugdl": 10,
"glucose": 147.9,
"hr": 73,
"qt_interval_ms": 421,
"spo2": 97,
"s... | {
"anomaly_score": 0.91,
"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": 0.856,
"criticality": "medium",
"id": "BIOPULSE-103995",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T06:04:17Z",
"trace_id": "f588611f-1194-46e7-b22d-7320f7c5b7d5"
} | {
"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": 200,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-144830C1",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-B2CD11",
"timestamp": "2026-04-12T04:51:17Z",
"vitals": {
"cortisol_ugdl": 12.9,
"glucose": 144.6,
"hr": 84,
"qt_interval_ms": 430,
"spo2... | {
"anomaly_score": 0.85,
"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": 0.92,
"criticality": "high",
"id": "BIOPULSE-103996",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:07:23Z",
"trace_id": "bac1f206-f9da-404c-b39b-c985449f3797"
} | {
"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": 224,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-7AFCD31D",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-EB6827",
"timestamp": "2026-04-12T07:55:23Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 103.9,
"hr": 78,
"qt_interval_ms": 441,
"spo2": 94... | {
"anomaly_score": 0.81,
"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": 0.877,
"criticality": "life_threatening",
"id": "BIOPULSE-103997",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T01:35:25Z",
"trace_id": "931c8c23-42f6-41b5-a31a-7425c4b3f5d7"
} | {
"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": 32,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-35F486D0",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-D90941",
"timestamp": "2026-04-12T00:56:25Z",
"vitals": {
"cortisol_ugdl": 7.3,
"glucose": 101,
"hr": 69,
"qt_interval_ms": 429,
"spo2": 95,
... | {
"anomaly_score": 0.76,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.922,
"criticality": "high",
"id": "BIOPULSE-103998",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:40:01Z",
"trace_id": "630ee607-1e6d-45b4-9b58-16e2dc9ccbfc"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 113,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-F84AFD2D",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-149196",
"timestamp": "2026-04-12T22:54:01Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 94.8,
"hr": 66,
"qt_interval_ms": 416,
"spo2": 99,... | {
"anomaly_score": 0.93,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.977,
"criticality": "life_threatening",
"id": "BIOPULSE-103999",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T14:54:53Z",
"trace_id": "ec520de5-8d6a-49a0-a1ad-b3008b3b49ed"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 27,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-97F4DC86",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-EC1FAD",
"timestamp": "2026-04-12T13:58:53Z",
"vitals": {
"cortisol_ugdl": 12.5,
"glucose": 139.7,
"hr": 71,
"qt_interval_ms": 423,
"spo2": 95,
... | {
"anomaly_score": 0.76,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
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