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": 0.909,
"criticality": "low",
"id": "BIOPULSE-103300",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:46:28Z",
"trace_id": "de29090d-75b5-43cb-83ac-bcf8cb4c37f0"
} | {
"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": 141,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-04348624",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-78C014",
"timestamp": "2026-04-12T06:53:28Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 98,
"hr": 81,
"qt_interval_ms": 438,
"spo2": 9... | {
"anomaly_score": 0.76,
"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": 0.929,
"criticality": "medium",
"id": "BIOPULSE-103301",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T10:58:00Z",
"trace_id": "13781b37-4773-4f3a-921d-9bef6acb75ca"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 118,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-1443A433",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-57050F",
"timestamp": "2026-04-12T10:01:00Z",
"vitals": {
"cortisol_ugdl": 8.6,
"glucose": 100.3,
"hr": 76,
"qt_interval_ms": 399,
"spo2": 98,
... | {
"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 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": 0.876,
"criticality": "low",
"id": "BIOPULSE-103302",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:09:09Z",
"trace_id": "f63d084b-df0d-47a6-b1ef-347b8eef144a"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 154,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-FE40F9C4",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-708A78",
"timestamp": "2026-04-12T16:14:09Z",
"vitals": {
"cortisol_ugdl": 17.5,
"glucose": 102.2,
"hr": 97,
"qt_interval_ms": 417,
"spo2": 96,
... | {
"anomaly_score": 0.94,
"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": 0.974,
"criticality": "medium",
"id": "BIOPULSE-103303",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T03:13:58Z",
"trace_id": "009609f2-452c-4245-8838-46749b3f0e7b"
} | {
"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": 233,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-CFBD9D68",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-111FD8",
"timestamp": "2026-04-12T02:01:58Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 87.1,
"hr": 89,
"qt_interval_ms": 411,
"spo2"... | {
"anomaly_score": 0.79,
"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": 0.972,
"criticality": "life_threatening",
"id": "BIOPULSE-103304",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T21:28:06Z",
"trace_id": "bae2e599-ac7c-45b7-a547-a46ce9c21a79"
} | {
"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": 111,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-0C4C448D",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-7D610E",
"timestamp": "2026-04-12T20:55:06Z",
"vitals": {
"cortisol_ugdl": 16,
"glucose": 100.2,
"hr": 84,
"qt_interval_ms": 414,
"spo2": 97,
"s... | {
"anomaly_score": 0.83,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.868,
"criticality": "medium",
"id": "BIOPULSE-103305",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T17:40:43Z",
"trace_id": "063337bb-cc2a-4873-8589-07f8de92c023"
} | {
"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": 65,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-BD537A7C",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-3D9D16",
"timestamp": "2026-04-12T16:51:43Z",
"vitals": {
"cortisol_ugdl": 8,
"glucose": 84.9,
"hr": 87,
"qt_interval_ms": 406,
"spo2": 95,
"sys... | {
"anomaly_score": 0.89,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.888,
"criticality": "life_threatening",
"id": "BIOPULSE-103306",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:12:22Z",
"trace_id": "373a15c1-c421-4204-b2fb-f37c22439641"
} | {
"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": 97,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-F5EE3CF5",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-8F0188",
"timestamp": "2026-04-12T10:15:22Z",
"vitals": {
"cortisol_ugdl": 14,
"glucose": 151.8,
"hr": 92,
"qt_interval_ms": 419,
"spo2": 96,
"... | {
"anomaly_score": 0.9,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.874,
"criticality": "high",
"id": "BIOPULSE-103307",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:45:46Z",
"trace_id": "8bc15771-2ff2-441a-af22-19017838eac9"
} | {
"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": 152,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-72AA05BD",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-18AE67",
"timestamp": "2026-04-12T09:15:46Z",
"vitals": {
"cortisol_ugdl": 17.2,
"glucose": 113,
"hr": 89,
"qt_interval_ms": 427,
"spo2": 96,... | {
"anomaly_score": 0.87,
"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": 0.967,
"criticality": "life_threatening",
"id": "BIOPULSE-103308",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T09:59:45Z",
"trace_id": "2e2e5385-e149-4f6d-80a3-3c32750839af"
} | {
"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": 134,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-86A01362",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-1BADAD",
"timestamp": "2026-04-12T08:49:45Z",
"vitals": {
"cortisol_ugdl": 12,
"glucose": 143.1,
"hr": 73,
"qt_interval_ms": 419,
"spo2": 96,
... | {
"anomaly_score": 0.89,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.937,
"criticality": "low",
"id": "BIOPULSE-103309",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T11:56:21Z",
"trace_id": "6bbff8e8-6be1-4a06-96f0-c4e3fcf926f7"
} | {
"age_group": "31-50",
"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": 198,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-C675681B",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-58E02F",
"timestamp": "2026-04-12T11:03:21Z",
"vitals": {
"cortisol_ugdl": 7.3,
"glucose": 101.8,
"hr": 66,
"qt_interval_ms": 422,
"spo2": 98,
... | {
"anomaly_score": 0.73,
"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": 0.869,
"criticality": "low",
"id": "BIOPULSE-103310",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T19:16:13Z",
"trace_id": "5051c3ea-93b3-4287-9c8b-11373f41f9d7"
} | {
"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": 205,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-98CD1758",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-B19013",
"timestamp": "2026-04-12T18:21:13Z",
"vitals": {
"cortisol_ugdl": 18.7,
"glucose": 103.6,
"hr": 91,
"qt_interval_ms": 429,
"spo2": 9... | {
"anomaly_score": 0.94,
"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": 0.954,
"criticality": "low",
"id": "BIOPULSE-103311",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:36:14Z",
"trace_id": "368fa5c2-98a1-4c29-8de2-97223191a497"
} | {
"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": 89,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-2EF68F46",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-D3D8DD",
"timestamp": "2026-04-12T03:37:14Z",
"vitals": {
"cortisol_ugdl": 9.2,
"glucose": 96.1,
"hr": 93,
"qt_interval_ms": 411,
"spo2": 95,... | {
"anomaly_score": 0.75,
"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": 0.927,
"criticality": "low",
"id": "BIOPULSE-103312",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T20:38:33Z",
"trace_id": "487c2352-e6b7-43c6-91d0-7b89c85e9431"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 38,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-8DB14CCB",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-000F70",
"timestamp": "2026-04-12T19:50:33Z",
"vitals": {
"cortisol_ugdl": 8.6,
"glucose": 101.4,
"hr": 72,
"qt_interval_ms": 408,
"spo2": 99,... | {
"anomaly_score": 0.8,
"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": 0.959,
"criticality": "low",
"id": "BIOPULSE-103313",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:11:33Z",
"trace_id": "c16877af-de2d-45fc-971a-223b0bff7c4b"
} | {
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"anxiety",
"sleep_debt"
],
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} | {
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"HEART_RATE_ADRENALINE_JUMP"
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.948,
"criticality": "high",
"id": "BIOPULSE-103314",
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"timestamp": "2026-04-12T11:29:51Z",
"trace_id": "320c2dbd-26ff-41cc-977d-bfd7f0a1a096"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-1FDC8A1D",
"sensor_asset": "O2_Ring",
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"vitals": {
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... | {
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"signature": "Predictive Septic_Shock_Cascade for sedentary_diabetic"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.943,
"criticality": "medium",
"id": "BIOPULSE-103315",
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"timestamp": "2026-04-12T17:25:30Z",
"trace_id": "5a4656c3-a644-4760-af47-6f578a68ee04"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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... | {
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"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for sedentary_diabetic"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.857,
"criticality": "high",
"id": "BIOPULSE-103316",
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"trace_id": "8622423b-e8d3-4ee1-a9df-a9a342bc6d76"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-F874FD",
"timestamp": "2026-04-12T21:05:01Z",
"vitals": {
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"glucose": 152.5,
"hr": 94,
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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 sedentary_diabetic"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.85,
"criticality": "medium",
"id": "BIOPULSE-103317",
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"timestamp": "2026-04-13T00:50:12Z",
"trace_id": "beb56577-bbe9-4938-ab0f-f2780951418a"
} | {
"age_group": "51-70",
"existing_conditions": [
"frailty",
"polypharmacy"
],
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} | {
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"HEART_RATE_ADRENALINE_JUMP"
],
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"prediction_window_minutes": 200,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-7A13C20F",
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"sensor_id": "SENS-633946",
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"vitals": {
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"glucose": 99.8,
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"s... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.902,
"criticality": "life_threatening",
"id": "BIOPULSE-103318",
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"trace_id": "4ae0596a-d038-4a00-ae67-2aa76590c52c"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-6A138D10",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-ECE583",
"timestamp": "2026-04-12T12:32:47Z",
"vitals": {
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"glucose": 137.6,
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"anomaly_score": 0.97,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
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} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.902,
"criticality": "low",
"id": "BIOPULSE-103319",
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"timestamp": "2026-04-12T21:48:01Z",
"trace_id": "65f38c19-491f-44ad-80cd-69e9b0f8f458"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"GLUCOSE_STEADY_DECLINE",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-F7A2321A",
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"sensor_id": "SENS-368698",
"timestamp": "2026-04-12T20:59:01Z",
"vitals": {
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... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.85,
"criticality": "high",
"id": "BIOPULSE-103320",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T12:08:07Z",
"trace_id": "6e8ef458-e418-462a-a233-d4c3a7bd0677"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-8E5BC5",
"timestamp": "2026-04-12T11:34:07Z",
"vitals": {
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"glucose": 76.2,
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"s... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.894,
"criticality": "high",
"id": "BIOPULSE-103321",
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"timestamp": "2026-04-13T00:17:47Z",
"trace_id": "b0cec46b-bf82-403a-a129-77ddc895d678"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
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"LIVER_ENZYME_DRIFT_SIMULATED",
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"diagnostic_class": "Drug_Interaction_Toxicity",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_id": "SENS-410BAA",
"timestamp": "2026-04-12T23:33:47Z",
"vitals": {
"cortisol_ugdl": 8.1,
"glucose": 96.8,
"hr": 63,
"qt_interval_ms": 419,
"spo2": 99,... | {
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"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.965,
"criticality": "life_threatening",
"id": "BIOPULSE-103322",
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"timestamp": "2026-04-12T12:46:12Z",
"trace_id": "4d8a28f2-f670-4e57-af7a-8ea34e8c418b"
} | {
"age_group": "18-30",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-AD4ECA",
"timestamp": "2026-04-12T11:46:12Z",
"vitals": {
"cortisol_ugdl": 13.5,
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"hr": 99,
"qt_interval_ms": 417,
"spo2": 96... | {
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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 sedentary_diabetic"
} | {
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.947,
"criticality": "life_threatening",
"id": "BIOPULSE-103323",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T05:59:06Z",
"trace_id": "ee8f75c4-ab4a-4155-bfe8-f9502d5f152b"
} | {
"age_group": "31-50",
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-70BA26",
"timestamp": "2026-04-12T05:12:06Z",
"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 sedentary_diabetic"
} | {
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"target_diagnoses": [
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.916,
"criticality": "medium",
"id": "BIOPULSE-103324",
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"timestamp": "2026-04-12T02:36:58Z",
"trace_id": "07396b83-11f4-4708-a14d-4d3052ddc0bb"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-2ACD7F46",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-1B1C9B",
"timestamp": "2026-04-12T01:19:58Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 86.4,
"hr": 104,
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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 pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.916,
"criticality": "life_threatening",
"id": "BIOPULSE-103325",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T18:19:03Z",
"trace_id": "04006c75-7e30-46d4-95d5-65bdc23077f5"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-AB89BBDF",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-F4E46A",
"timestamp": "2026-04-12T17:19:03Z",
"vitals": {
"cortisol_ugdl": 18.9,
"glucose": 103.8,
"hr": 98,
"qt_interval_ms": 419,
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... | {
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"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
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"target_diagnoses": [
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.851,
"criticality": "low",
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"trace_id": "86820011-b6f3-4b45-bb19-703b97a0d896"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
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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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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
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... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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]
} |
1.0.0-bio-pulse-sample | {
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} | {
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"asthma"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"s... | {
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.859,
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} | {
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"anxiety",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.877,
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"trace_id": "6876ce46-1a1e-4281-a152-24bd140e8f92"
} | {
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"hypertension",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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... | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.986,
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"trace_id": "16d6cc1e-a6b9-4faf-a040-1950eff74935"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.902,
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"trace_id": "8d6182ae-e344-4459-875b-073d901bbb7c"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.86,
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"trace_id": "33e57f4a-e993-41fd-9379-96a6fb2e9115"
} | {
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"frailty",
"polypharmacy"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.959,
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"timestamp": "2026-04-12T23:34:14Z",
"trace_id": "4b4373ec-c88e-4680-b587-29d7e41ea4de"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"timestamp": "2026-04-12T22:40:14Z",
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... | {
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.86,
"criticality": "low",
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"timestamp": "2026-04-12T21:22:14Z",
"trace_id": "68ef97c7-ec9f-4bbf-9989-f97647cd7623"
} | {
"age_group": "18-30",
"existing_conditions": [
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-E97086",
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"vitals": {
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"spo2": 96... | {
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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 pediatric_asthmatic"
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.889,
"criticality": "medium",
"id": "BIOPULSE-103337",
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"timestamp": "2026-04-12T01:08:13Z",
"trace_id": "79554ebc-8641-4416-bff5-b9505a31f2d1"
} | {
"age_group": "31-50",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-9FFE02",
"timestamp": "2026-04-12T00:23:13Z",
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"hr": 83,
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... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.875,
"criticality": "medium",
"id": "BIOPULSE-103338",
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"timestamp": "2026-04-12T13:35:40Z",
"trace_id": "939e0c46-14fa-4240-8623-dc789a49e976"
} | {
"age_group": "51-70",
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"anxiety",
"sleep_debt"
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"phenotype": "high_stress_corporate"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-D30F53",
"timestamp": "2026-04-12T12:47:40Z",
"vitals": {
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"glucose": 105,
"hr": 106,
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... | {
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"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
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"target_diagnoses": [
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.919,
"criticality": "medium",
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{
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"cortisol_u... | [
{
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"timestamp": "2026-04-12T08:01:21Z",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.976,
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
"confidence": 0.988,
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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": 0.986,
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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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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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"... | {
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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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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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... | [
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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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... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-45DFE174",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-A635A7",
"timestamp": "2026-04-12T18:53:44Z",
"vitals": {
"cortisol_ugdl": 17.5,
"glucose": 109.6,
"hr": 99,
"qt_interval_ms": 418,
"spo2": 97,
... | {
"anomaly_score": 0.82,
"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": 0.855,
"criticality": "medium",
"id": "BIOPULSE-103392",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:58:32Z",
"trace_id": "aa23dedc-d8aa-4cef-81aa-05600e68478c"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 220,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-6E09F79A",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-B81D44",
"timestamp": "2026-04-12T22:02:32Z",
"vitals": {
"cortisol_ugdl": 7.5,
"glucose": 93.8,
"hr": 75,
"qt_interval_ms": 404,
"spo2": 98,
... | {
"anomaly_score": 0.78,
"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": 0.932,
"criticality": "medium",
"id": "BIOPULSE-103393",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:05:07Z",
"trace_id": "ee1caa57-4d46-4aa6-a236-0188581c326f"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 65,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-93624B7B",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-1F6D66",
"timestamp": "2026-04-12T23:00:07Z",
"vitals": {
"cortisol_ugdl": 8.8,
"glucose": 91.7,
"hr": 67,
"qt_interval_ms": 417,
"spo2": 98,
... | {
"anomaly_score": 1,
"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": 0.867,
"criticality": "high",
"id": "BIOPULSE-103394",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T08:23:59Z",
"trace_id": "6945da62-4e66-4a7c-b494-1b557677e067"
} | {
"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": 125,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B9197D35",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-172810",
"timestamp": "2026-04-12T07:32:59Z",
"vitals": {
"cortisol_ugdl": 10,
"glucose": 87.5,
"hr": 93,
"qt_interval_ms": 407,
"spo2": ... | {
"anomaly_score": 0.94,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for 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": 0.937,
"criticality": "high",
"id": "BIOPULSE-103395",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:51:34Z",
"trace_id": "deddfa99-af5a-408b-8a1d-0bc0ecea1c34"
} | {
"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": 46,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-D73AD58F",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-B759F6",
"timestamp": "2026-04-12T16:49:34Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 95.3,
"hr": 102,
"qt_interval_ms": 406,
"spo2": 95,
... | {
"anomaly_score": 0.86,
"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": 0.852,
"criticality": "high",
"id": "BIOPULSE-103396",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T20:26:19Z",
"trace_id": "ca4241ac-9bb5-4f5c-9dc3-afaeaba5b9c1"
} | {
"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": 237,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-2B655564",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-684ED1",
"timestamp": "2026-04-12T19:42:19Z",
"vitals": {
"cortisol_ugdl": 8,
"glucose": 99.5,
"hr": 67,
"qt_interval_ms": 434,
"spo2": 94,
... | {
"anomaly_score": 0.74,
"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": 0.882,
"criticality": "medium",
"id": "BIOPULSE-103397",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T18:36:25Z",
"trace_id": "64040839-5c6f-475a-b46b-be4390375b34"
} | {
"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": 112,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-0AE10D8E",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-06109B",
"timestamp": "2026-04-12T17:36:25Z",
"vitals": {
"cortisol_ugdl": 13.1,
"glucose": 153.5,
"hr": 81,
"qt_interval_ms": 428,
"spo2": 95,
... | {
"anomaly_score": 0.94,
"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": 0.979,
"criticality": "life_threatening",
"id": "BIOPULSE-103398",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T20:58:14Z",
"trace_id": "5d7f8404-7844-4348-a4ed-e0d3562bfaf1"
} | {
"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": 71,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-2A1E3F29",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-E21D74",
"timestamp": "2026-04-12T20:29:14Z",
"vitals": {
"cortisol_ugdl": 9.6,
"glucose": 91.3,
"hr": 94,
"qt_interval_ms": 412,
"spo2": 94,
... | {
"anomaly_score": 0.98,
"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": 0.922,
"criticality": "medium",
"id": "BIOPULSE-103399",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:28:01Z",
"trace_id": "45adc888-9f61-44ef-a82a-5352c14c0593"
} | {
"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": 188,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-D96310C8",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-1F2F7F",
"timestamp": "2026-04-12T15:44:01Z",
"vitals": {
"cortisol_ugdl": 13.6,
"glucose": 147.6,
"hr": 85,
"qt_interval_ms": 440,
"spo... | {
"anomaly_score": 0.99,
"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"
]
} |
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