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": 0.967,
"criticality": "medium",
"id": "BIOPULSE-107400",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T23:05:56Z",
"trace_id": "d0e87baf-d5ef-430d-b248-28a8425605e2"
} | {
"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": 187,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-550C354D",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-A4FA8B",
"timestamp": "2026-04-12T21:46:56Z",
"vitals": {
"cortisol_ugdl": 12.8,
"glucose": 136,
"hr": 74,
"qt_interval_ms": 428,
"spo2": 97,
... | {
"anomaly_score": 0.85,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.859,
"criticality": "high",
"id": "BIOPULSE-107401",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:53:16Z",
"trace_id": "bb614adf-d117-4cd8-aa70-9e0cee5d3af5"
} | {
"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": 28,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-629B925F",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-E62CBF",
"timestamp": "2026-04-12T11:47:16Z",
"vitals": {
"cortisol_ugdl": 7.8,
"glucose": 93,
"hr": 74,
"qt_interval_ms": 435,
"spo2": 95,
... | {
"anomaly_score": 0.75,
"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": 0.93,
"criticality": "medium",
"id": "BIOPULSE-107402",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T16:35:42Z",
"trace_id": "dbc05f73-591d-49e0-b1c8-fef05a0ec299"
} | {
"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": 71,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-58DD635E",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-4118B9",
"timestamp": "2026-04-12T15:34:42Z",
"vitals": {
"cortisol_ugdl": 10.7,
"glucose": 107.9,
"hr": 78,
"qt_interval_ms": 437,
"spo2": 96,
... | {
"anomaly_score": 0.92,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.891,
"criticality": "low",
"id": "BIOPULSE-107403",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T06:21:50Z",
"trace_id": "2d4960a8-8192-4656-80f6-6527d0166bb6"
} | {
"age_group": "31-50",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 186,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-F505246C",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-97C74D",
"timestamp": "2026-04-12T05:27:50Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 88.3,
"hr": 57,
"qt_interval_ms": 398,
"spo2": 99,
... | {
"anomaly_score": 0.97,
"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": 0.942,
"criticality": "medium",
"id": "BIOPULSE-107404",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T12:32:52Z",
"trace_id": "6262be3f-2e9f-49ce-99d7-71af5ffd589b"
} | {
"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": 237,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-E82F7A70",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-0A7472",
"timestamp": "2026-04-12T11:39:52Z",
"vitals": {
"cortisol_ugdl": 6.6,
"glucose": 85.9,
"hr": 84,
"qt_interval_ms": 401,
"spo2": 94,
"s... | {
"anomaly_score": 0.96,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.978,
"criticality": "high",
"id": "BIOPULSE-107405",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:46:41Z",
"trace_id": "23896fe2-a706-4682-8476-66a759377a7c"
} | {
"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": 73,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-CACC8525",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-56FCA7",
"timestamp": "2026-04-12T22:23:41Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 89.5,
"hr": 79,
"qt_interval_ms": 407,
"spo2": 94,
... | {
"anomaly_score": 0.84,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.878,
"criticality": "high",
"id": "BIOPULSE-107406",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:32:26Z",
"trace_id": "eaf105bc-01fb-4ce8-8a62-a96599ac44cc"
} | {
"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": 98,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-F4A67D72",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-2F1232",
"timestamp": "2026-04-12T03:50:26Z",
"vitals": {
"cortisol_ugdl": 13.3,
"glucose": 151.3,
"hr": 88,
"qt_interval_ms": 416,
"spo2": 96,
... | {
"anomaly_score": 0.89,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.863,
"criticality": "high",
"id": "BIOPULSE-107407",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:41:24Z",
"trace_id": "96d59634-af58-454b-9576-4dd5f81d458b"
} | {
"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": 119,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-C3CB5EAD",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-C0FAED",
"timestamp": "2026-04-12T21:41:24Z",
"vitals": {
"cortisol_ugdl": 17,
"glucose": 103.2,
"hr": 78,
"qt_interval_ms": 421,
"spo2": 96,
... | {
"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 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": 0.945,
"criticality": "low",
"id": "BIOPULSE-107408",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:41:56Z",
"trace_id": "5c6458dc-dc22-406d-beec-7ec30f060bfe"
} | {
"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": 79,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-830521E9",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-062C03",
"timestamp": "2026-04-12T03:04:56Z",
"vitals": {
"cortisol_ugdl": 8.8,
"glucose": 95.8,
"hr": 67,
"qt_interval_ms": 415,
"spo2":... | {
"anomaly_score": 0.84,
"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": 0.944,
"criticality": "medium",
"id": "BIOPULSE-107409",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T15:18:56Z",
"trace_id": "ea91ac4e-3dfd-4346-8de4-2a36c129989b"
} | {
"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": 117,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-A76DAD39",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-AE3B23",
"timestamp": "2026-04-12T14:29:56Z",
"vitals": {
"cortisol_ugdl": 12.7,
"glucose": 153.8,
"hr": 94,
"qt_interval_ms": 426,
"spo2": 95,
... | {
"anomaly_score": 0.93,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.879,
"criticality": "high",
"id": "BIOPULSE-107410",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:02:34Z",
"trace_id": "a692b7a2-e4cf-4487-83c1-910d201a1226"
} | {
"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": 121,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-23C834D1",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-E28083",
"timestamp": "2026-04-12T01:06:34Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 87.1,
"hr": 103,
"qt_interval_ms": 402,
"spo2": 94,... | {
"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": 0.938,
"criticality": "life_threatening",
"id": "BIOPULSE-107411",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:21:39Z",
"trace_id": "61a2045f-a9d9-43e8-93ee-544514ec4bdc"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 107,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-A7BF1E05",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-7A6D3F",
"timestamp": "2026-04-12T06:10:39Z",
"vitals": {
"cortisol_ugdl": 6.9,
"glucose": 94.8,
"hr": 52,
"qt_interval_ms": 402,
"spo2": 97,
... | {
"anomaly_score": 0.89,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.874,
"criticality": "high",
"id": "BIOPULSE-107412",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T04:30:58Z",
"trace_id": "1f2617dd-fd72-4f82-b898-f93e5e5a1710"
} | {
"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": 54,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-276B642D",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-2C04ED",
"timestamp": "2026-04-12T03:40:58Z",
"vitals": {
"cortisol_ugdl": 7,
"glucose": 80.6,
"hr": 88,
"qt_interval_ms": 407,
"spo2": 94,
"sys... | {
"anomaly_score": 0.8,
"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": 0.953,
"criticality": "medium",
"id": "BIOPULSE-107413",
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"trace_id": "856f7fc8-4dbd-42ab-96d4-ed0ce7f12597"
} | {
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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... | {
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"Hypoglycemic_Event",
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.915,
"criticality": "high",
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} | {
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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... | {
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.942,
"criticality": "medium",
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"trace_id": "c92fb34f-0485-4ec4-8b4e-011c76d2982b"
} | {
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"none"
],
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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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"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.931,
"criticality": "life_threatening",
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"trace_id": "47466416-4b45-4854-9470-d0ac1099be0b"
} | {
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"none"
],
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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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"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.873,
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"trace_id": "06823046-dd0e-4d31-a681-d2c98da925d0"
} | {
"age_group": "31-50",
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"none"
],
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} | {
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"MEDICATION_INGESTION_A",
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"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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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": 0.973,
"criticality": "high",
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"trace_id": "3eee6d2b-1ba5-4d2b-acbb-a2683e7ec782"
} | {
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"anxiety",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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... | {
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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": 0.876,
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"trace_id": "02431aeb-db06-47ea-9118-8dffa22d0405"
} | {
"age_group": "18-30",
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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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"vitals": {
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"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.895,
"criticality": "low",
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"timestamp": "2026-04-12T06:39:19Z",
"trace_id": "3ed35ce6-1d10-431a-a8c9-ab9e78c76c38"
} | {
"age_group": "18-30",
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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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"timestamp": "2026-04-12T05:43:19Z",
"vitals": {
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"anomaly_score": 0.74,
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"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.883,
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"id": "BIOPULSE-107421",
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"timestamp": "2026-04-12T20:23:02Z",
"trace_id": "87bd21f5-da1d-414b-ad80-d1c632dc36fe"
} | {
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T19:32:02Z",
"vitals": {
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"spo2... | {
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"signature": "Predictive Drug_Interaction_Toxicity 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": 0.921,
"criticality": "life_threatening",
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"timestamp": "2026-04-12T08:05:53Z",
"trace_id": "2fb0eb6a-a350-4a16-91da-6e9ebbf492d0"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"LIVER_ENZYME_DRIFT_SIMULATED",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-56CA3806",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-304E5E",
"timestamp": "2026-04-12T07:28:53Z",
"vitals": {
"cortisol_ugdl": 14.1,
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... | {
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"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.882,
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"id": "BIOPULSE-107423",
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"timestamp": "2026-04-12T20:26:07Z",
"trace_id": "f559d6b0-debb-44f1-949f-98c2e1e0c38d"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-FFAE8E",
"timestamp": "2026-04-12T19:25:07Z",
"vitals": {
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"glucose": 146,
"hr": 93,
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"spo2": 95,... | {
"anomaly_score": 0.72,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.933,
"criticality": "high",
"id": "BIOPULSE-107424",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T05:06:25Z",
"trace_id": "903fb802-200a-4685-be89-eea18950398b"
} | {
"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",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-CF7E47",
"timestamp": "2026-04-12T04:22:25Z",
"vitals": {
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"hr": 72,
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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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"target_diagnoses": [
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.949,
"criticality": "low",
"id": "BIOPULSE-107425",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T15:12:48Z",
"trace_id": "6c8cc6b0-223d-490e-8502-5fd3c70897b4"
} | {
"age_group": "31-50",
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"sleep_debt"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-32709D66",
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"sensor_id": "SENS-3724F9",
"timestamp": "2026-04-12T14:12:48Z",
"vitals": {
"cortisol_ugdl": 15.3,
"glucose": 92.5,
"hr": 86,
"qt_interval_ms": 417,
"spo2": 98,... | {
"anomaly_score": 0.87,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.958,
"criticality": "high",
"id": "BIOPULSE-107426",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T15:36:04Z",
"trace_id": "136baee5-fef7-44ae-96da-4ea9e0db5e7a"
} | {
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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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"heart_rate_bpm",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.967,
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} | {
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"frailty",
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"tracked_biomarkers": [
"glucose_mgdl",
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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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"trace_id": "a8cb53ff-178f-4845-ae5d-0588bfa55d2a"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
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"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "b40bfd9a-31e3-4ead-8727-dc3234724cb2"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ug... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "b46e48e3-d9fd-4272-9eb6-c302583815e6"
} | {
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} | {
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"cortisol_u... | [
{
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "ed838ef7-fda8-443c-9a62-d04e8944bdbc"
} | {
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"cortisol_u... | [
{
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"timestamp": "2026-04-12T23:09:46Z",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.917,
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"timestamp": "2026-04-12T11:37:48Z",
"trace_id": "95ef817d-8b1c-4a4b-9707-4a0ecfc0f51a"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.904,
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"timestamp": "2026-04-12T21:24:31Z",
"trace_id": "e35159e8-5544-4820-b590-cff36fe268f7"
} | {
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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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"timestamp": "2026-04-12T20:29:31Z",
"vitals": {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.889,
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"timestamp": "2026-04-12T15:34:00Z",
"trace_id": "71528eaa-7507-40a4-a040-4e3dab98868a"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.861,
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"timestamp": "2026-04-12T01:19:07Z",
"trace_id": "529bc8a3-6214-49b9-971d-1ee3524ed7fd"
} | {
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"hypertension",
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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": 96,
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.939,
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"trace_id": "e8aa2207-a450-4f08-9a22-3240e0047347"
} | {
"age_group": "18-30",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"timestamp": "2026-04-12T20:57:26Z",
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"hr": 100,
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"s... | {
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} | {
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"Atrial_Fibrillation",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.856,
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"trace_id": "702467c5-8a40-4382-a7db-787103b43409"
} | {
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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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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
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": 0.918,
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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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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 | {
"confidence": 0.876,
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"cortisol_ugdl",
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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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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"anxiety",
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} | {
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"tracked_biomarkers": [
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.953,
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"trace_id": "70594074-75db-47ef-a137-66eb3667c354"
} | {
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],
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} | {
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"cortisol_ug... | [
{
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.96,
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"trace_id": "ceee9ed5-b882-4f6a-bf31-203436bead8c"
} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.989,
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} | {
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{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.945,
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} | {
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"tracked_biomarkers": [
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... | [
{
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"... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.889,
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} | {
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"tracked_biomarkers": [
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.87,
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} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.938,
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"id": "BIOPULSE-107477",
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"trace_id": "d76324ee-f06b-4290-97cc-0a3bfc1da2d0"
} | {
"age_group": "31-50",
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"tracked_biomarkers": [
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"cortisol_ugdl",
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... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
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"target_diagnoses": [
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.961,
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"trace_id": "b90442dd-bbe2-450b-a547-3f1163302742"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
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"timestamp": "2026-04-12T12:30:22Z",
"vitals": {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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... | [
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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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"anomaly_score": 0.77,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.889,
"criticality": "life_threatening",
"id": "BIOPULSE-107492",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T15:43:06Z",
"trace_id": "9f39da53-c78e-4820-bac4-a4046eace49d"
} | {
"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": 45,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-D33BAA75",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-735C98",
"timestamp": "2026-04-12T14:42:06Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 97.3,
"hr": 65,
"qt_interval_ms": 408,
"spo2": 97,
... | {
"anomaly_score": 0.88,
"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": 0.851,
"criticality": "medium",
"id": "BIOPULSE-107493",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T04:01:40Z",
"trace_id": "540c6442-7522-4d37-b92d-18730f51b26f"
} | {
"age_group": "31-50",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 36,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-765C816D",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-CFFCFE",
"timestamp": "2026-04-12T03:13:40Z",
"vitals": {
"cortisol_ugdl": 6.8,
"glucose": 90.7,
"hr": 63,
"qt_interval_ms": 405,
"spo2": 98,
"s... | {
"anomaly_score": 0.88,
"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": 0.984,
"criticality": "low",
"id": "BIOPULSE-107494",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T16:27:28Z",
"trace_id": "8166013c-5b47-4d77-8e7e-60cfcb1dc65a"
} | {
"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": 135,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-BFE91B30",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-4F7441",
"timestamp": "2026-04-12T15:19:28Z",
"vitals": {
"cortisol_ugdl": 17.8,
"glucose": 112,
"hr": 93,
"qt_interval_ms": 415,
"spo2": 96,
"... | {
"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": 0.854,
"criticality": "high",
"id": "BIOPULSE-107495",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T07:27:51Z",
"trace_id": "19a1ee46-0497-4ea6-adc6-b892e65c5cff"
} | {
"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": 28,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-9A51AAF3",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-EC42D3",
"timestamp": "2026-04-12T06:23:51Z",
"vitals": {
"cortisol_ugdl": 8.4,
"glucose": 88.4,
"hr": 90,
"qt_interval_ms": 414,
"spo2":... | {
"anomaly_score": 0.84,
"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": 0.982,
"criticality": "low",
"id": "BIOPULSE-107496",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:25:14Z",
"trace_id": "2ec354f0-cd70-41c6-9afb-a6ebc8553058"
} | {
"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": 185,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E5E2C113",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-93A4D5",
"timestamp": "2026-04-12T10:43:14Z",
"vitals": {
"cortisol_ugdl": 17.7,
"glucose": 106.9,
"hr": 104,
"qt_interval_ms": 423,
"spo2": 96,
... | {
"anomaly_score": 0.75,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.893,
"criticality": "high",
"id": "BIOPULSE-107497",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T11:49:22Z",
"trace_id": "283458aa-41ab-41c0-bb60-9609998c63e6"
} | {
"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": 103,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-BECF5DDF",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-CDED6A",
"timestamp": "2026-04-12T10:53:22Z",
"vitals": {
"cortisol_ugdl": 17.4,
"glucose": 98.6,
"hr": 78,
"qt_interval_ms": 413,
"spo2": 98,
... | {
"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 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": 0.915,
"criticality": "high",
"id": "BIOPULSE-107498",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:15:30Z",
"trace_id": "dc01e482-d30d-4846-94c4-ca730ba0fc1d"
} | {
"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": 168,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-A25EC424",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-B18A1E",
"timestamp": "2026-04-12T15:38:30Z",
"vitals": {
"cortisol_ugdl": 9.8,
"glucose": 139.6,
"hr": 73,
"qt_interval_ms": 417,
"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 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": 0.862,
"criticality": "low",
"id": "BIOPULSE-107499",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:04:07Z",
"trace_id": "1420de8f-c846-4e66-85a4-9eb4d5f69990"
} | {
"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": 123,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-25EFB27B",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-9D768C",
"timestamp": "2026-04-12T21:59:07Z",
"vitals": {
"cortisol_ugdl": 7.6,
"glucose": 94.5,
"hr": 64,
"qt_interval_ms": 410,
"spo2": 99,... | {
"anomaly_score": 0.89,
"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"
]
} |
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