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": 0.885,
"criticality": "high",
"id": "BIOPULSE-108100",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T01:12:41Z",
"trace_id": "8baf93b8-b15a-4840-8784-862c2a19a562"
} | {
"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": 177,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-B0C2202D",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-49AC0E",
"timestamp": "2026-04-13T00:10:41Z",
"vitals": {
"cortisol_ugdl": 17,
"glucose": 104,
"hr": 99,
"qt_interval_ms": 418,
"spo2": 98,
"sy... | {
"anomaly_score": 0.97,
"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": 0.941,
"criticality": "high",
"id": "BIOPULSE-108101",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T14:14:36Z",
"trace_id": "b49f3c58-0407-475a-92d7-2e5d63408b61"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 229,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-2E3222B6",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-2EF584",
"timestamp": "2026-04-12T13:17:36Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 108.9,
"hr": 87,
"qt_interval_ms": 431,
"spo2": 94... | {
"anomaly_score": 0.98,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.928,
"criticality": "life_threatening",
"id": "BIOPULSE-108102",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T07:58:23Z",
"trace_id": "f43b0314-07b4-483e-96d6-03a9346743b3"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 231,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-F0C9BCBD",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-33D88A",
"timestamp": "2026-04-12T07:17:23Z",
"vitals": {
"cortisol_ugdl": 5,
"glucose": 93.8,
"hr": 62,
"qt_interval_ms": 410,
"spo2": 97,
"... | {
"anomaly_score": 0.94,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.943,
"criticality": "medium",
"id": "BIOPULSE-108103",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:03:11Z",
"trace_id": "53118d89-44f0-468c-9662-d63922515fe9"
} | {
"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": 194,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-DDF267B2",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-5CD8A1",
"timestamp": "2026-04-12T09:54:11Z",
"vitals": {
"cortisol_ugdl": 7.8,
"glucose": 96.1,
"hr": 67,
"qt_interval_ms": 415,
"spo2": 99,
... | {
"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": 0.886,
"criticality": "life_threatening",
"id": "BIOPULSE-108104",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:48:26Z",
"trace_id": "406b9291-e4eb-4b78-b698-699fb05d347d"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 48,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-78FD1586",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-CD3980",
"timestamp": "2026-04-12T01:14:26Z",
"vitals": {
"cortisol_ugdl": 6.9,
"glucose": 82,
"hr": 54,
"qt_interval_ms": 410,
"spo2": 97,
... | {
"anomaly_score": 0.81,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.915,
"criticality": "low",
"id": "BIOPULSE-108105",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T20:54:21Z",
"trace_id": "d2dacf71-80c9-4729-a490-a4fcb26f6e9b"
} | {
"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": 20,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-30BB95EA",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-A1CEDC",
"timestamp": "2026-04-12T19:42:21Z",
"vitals": {
"cortisol_ugdl": 17.1,
"glucose": 112.3,
"hr": 105,
"qt_interval_ms": 415,
"spo2": ... | {
"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 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": 0.886,
"criticality": "high",
"id": "BIOPULSE-108106",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:58:26Z",
"trace_id": "5d72c136-e4a2-4bf8-a1ee-6d9cc3520827"
} | {
"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": 61,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-EF8D9805",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-60D519",
"timestamp": "2026-04-12T09:02:26Z",
"vitals": {
"cortisol_ugdl": 7.5,
"glucose": 95.8,
"hr": 63,
"qt_interval_ms": 410,
"spo2":... | {
"anomaly_score": 0.78,
"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": 0.98,
"criticality": "medium",
"id": "BIOPULSE-108107",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:17:15Z",
"trace_id": "cb481c1a-949a-4b08-a2aa-0805e19ae0ac"
} | {
"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": 41,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-FF6A2096",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-80AC3B",
"timestamp": "2026-04-12T16:20:15Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 98.6,
"hr": 67,
"qt_interval_ms": 414,
"spo2": 99,
... | {
"anomaly_score": 0.76,
"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": 0.898,
"criticality": "high",
"id": "BIOPULSE-108108",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:33:21Z",
"trace_id": "a6770316-0aaf-4faf-aeff-8f216db1fd47"
} | {
"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": 220,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-24297FD6",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-D4569B",
"timestamp": "2026-04-12T15:30:21Z",
"vitals": {
"cortisol_ugdl": 9.9,
"glucose": 148.2,
"hr": 74,
"qt_interval_ms": 426,
"spo2": 97,... | {
"anomaly_score": 1,
"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": 0.909,
"criticality": "low",
"id": "BIOPULSE-108109",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T21:39:31Z",
"trace_id": "2a6c94e7-32ef-4d30-9560-779c1cb4cd1c"
} | {
"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": 162,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-608B9936",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-D1FDED",
"timestamp": "2026-04-12T20:48:31Z",
"vitals": {
"cortisol_ugdl": 13.6,
"glucose": 144.9,
"hr": 93,
"qt_interval_ms": 422,
"spo2": 97,
... | {
"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"
} | {
"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": "life_threatening",
"id": "BIOPULSE-108110",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:53:08Z",
"trace_id": "388b0ced-6b68-47be-9f6e-31f117154206"
} | {
"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": 208,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-DA6AB833",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-B6D475",
"timestamp": "2026-04-12T13:55:08Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 96.3,
"hr": 91,
"qt_interval_ms": 410,
"spo2": 96,
... | {
"anomaly_score": 0.95,
"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": 0.958,
"criticality": "medium",
"id": "BIOPULSE-108111",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:00:51Z",
"trace_id": "98fab70a-b44f-4ac8-bb16-abd7da414ddb"
} | {
"age_group": "51-70",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 92,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-9A8F5F25",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-75CA75",
"timestamp": "2026-04-12T17:20:51Z",
"vitals": {
"cortisol_ugdl": 9.2,
"glucose": 101.8,
"hr": 90,
"qt_interval_ms": 428,
"spo2": 93,... | {
"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 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": 0.912,
"criticality": "life_threatening",
"id": "BIOPULSE-108112",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:10:59Z",
"trace_id": "f2f5c516-da95-4ed8-9447-f9b107637cbe"
} | {
"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": 218,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-A904BD94",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-41D77C",
"timestamp": "2026-04-12T01:46:59Z",
"vitals": {
"cortisol_ugdl": 14.4,
"glucose": 151.7,
"hr": 85,
"qt_interval_ms": 431,
"spo... | {
"anomaly_score": 0.81,
"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": 0.913,
"criticality": "low",
"id": "BIOPULSE-108113",
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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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{
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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": 0.934,
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.866,
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} | {
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.888,
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"trace_id": "50baf564-ac29-435e-8fd6-bbe2bfc71d4f"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ug... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.984,
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"trace_id": "4af0d6be-2c41-48cb-96bd-c79f3d644b75"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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"vitals": {
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.932,
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"trace_id": "10d5c482-8d09-4fc3-96d3-7b8e4ecf8a56"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_u... | [
{
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"timestamp": "2026-04-12T17:34:41Z",
"vitals": {
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.885,
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"timestamp": "2026-04-12T02:36:54Z",
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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} | {
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1.0.0-bio-pulse-sample | {
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... | [
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.925,
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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 | {
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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 | {
"confidence": 0.957,
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} | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.925,
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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 | {
"confidence": 0.904,
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.977,
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"id": "BIOPULSE-108149",
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"timestamp": "2026-04-12T07:24:27Z",
"trace_id": "87888ca0-8a48-43c9-85ca-b3c604c050c8"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
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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 sedentary_diabetic"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.92,
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"trace_id": "633bd379-8b45-458e-90df-7fa479017630"
} | {
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"spo2_pct",
... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.979,
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"timestamp": "2026-04-12T04:38:48Z",
"trace_id": "9c8ceefd-177a-4109-b1f8-0cc11de0db47"
} | {
"age_group": "18-30",
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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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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.89,
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"id": "BIOPULSE-108152",
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"timestamp": "2026-04-12T11:39:20Z",
"trace_id": "b8f5a28d-1932-4170-aaac-b7c76a3cd88e"
} | {
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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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... | [
{
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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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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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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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... | [
{
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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_ugdl",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.859,
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} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.923,
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"trace_id": "68956255-63df-4624-bc6b-82849eda9b51"
} | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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"sy... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.912,
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"trace_id": "f6e023a3-9bfa-44e0-84c8-8863f9e297e0"
} | {
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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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"timestamp": "2026-04-12T05:30:52Z",
"vitals": {
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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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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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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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"glucose": 94,
"hr": 60,
"qt_interval_ms": 404,
"spo2": 98,
"sys... | {
"anomaly_score": 0.95,
"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": 0.96,
"criticality": "high",
"id": "BIOPULSE-108192",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T17:28:13Z",
"trace_id": "c32fc657-cc29-4d06-beb2-769d0d466e5a"
} | {
"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": 121,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-0650E792",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-5BEC6F",
"timestamp": "2026-04-12T16:42:13Z",
"vitals": {
"cortisol_ugdl": 13.1,
"glucose": 143.2,
"hr": 81,
"qt_interval_ms": 424,
"spo2": 97,
... | {
"anomaly_score": 0.95,
"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": 0.926,
"criticality": "low",
"id": "BIOPULSE-108193",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:28:38Z",
"trace_id": "ad4f87d5-639d-4207-a11a-165bb9a5c6bf"
} | {
"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": 166,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-2F80A948",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-5AACE4",
"timestamp": "2026-04-12T05:01:38Z",
"vitals": {
"cortisol_ugdl": 5.5,
"glucose": 90.1,
"hr": 86,
"qt_interval_ms": 397,
"spo2": 95,
"s... | {
"anomaly_score": 0.82,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.903,
"criticality": "life_threatening",
"id": "BIOPULSE-108194",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T18:31:24Z",
"trace_id": "d2e11bf9-5504-417a-8b3b-ecddbcca6c0e"
} | {
"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": 70,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-29A7EF50",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-725CBC",
"timestamp": "2026-04-12T17:25:24Z",
"vitals": {
"cortisol_ugdl": 6.6,
"glucose": 100.7,
"hr": 68,
"qt_interval_ms": 425,
"spo2": 94,
... | {
"anomaly_score": 0.81,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.964,
"criticality": "medium",
"id": "BIOPULSE-108195",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:27:21Z",
"trace_id": "9bfd6a0a-1447-48de-b2ba-89f2bbe4225d"
} | {
"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": 50,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-C81AE623",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-033A82",
"timestamp": "2026-04-12T15:44:21Z",
"vitals": {
"cortisol_ugdl": 8.4,
"glucose": 96.5,
"hr": 76,
"qt_interval_ms": 435,
"spo2": 95,
... | {
"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": 0.976,
"criticality": "high",
"id": "BIOPULSE-108196",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T22:09:58Z",
"trace_id": "4f971a26-8e6a-4a10-b8cb-daa5f3009d14"
} | {
"age_group": "18-30",
"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": 35,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-9F7A122C",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-34BA1D",
"timestamp": "2026-04-12T21:31:58Z",
"vitals": {
"cortisol_ugdl": 7.4,
"glucose": 92.3,
"hr": 73,
"qt_interval_ms": 408,
"spo2": 97,... | {
"anomaly_score": 0.95,
"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": 0.865,
"criticality": "low",
"id": "BIOPULSE-108197",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T19:21:15Z",
"trace_id": "4924d28c-ebd8-4eb5-ac7f-7d7aff15c749"
} | {
"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": 81,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-AA3E483C",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-5B144D",
"timestamp": "2026-04-12T18:26:15Z",
"vitals": {
"cortisol_ugdl": 8.1,
"glucose": 100.8,
"hr": 66,
"qt_interval_ms": 416,
"spo2": 99... | {
"anomaly_score": 0.75,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.972,
"criticality": "high",
"id": "BIOPULSE-108198",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T11:12:03Z",
"trace_id": "658255f4-87bd-4846-849d-5a2b3da31a6d"
} | {
"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": 51,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-FCAE78FA",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-498858",
"timestamp": "2026-04-12T10:14:03Z",
"vitals": {
"cortisol_ugdl": 14.1,
"glucose": 147.7,
"hr": 94,
"qt_interval_ms": 422,
"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": 0.954,
"criticality": "life_threatening",
"id": "BIOPULSE-108199",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T13:26:46Z",
"trace_id": "4c8131ed-3b86-43bc-b438-bc85468ea8ff"
} | {
"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": 20,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-3A1845E4",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-F7B098",
"timestamp": "2026-04-12T12:20:46Z",
"vitals": {
"cortisol_ugdl": 14.9,
"glucose": 96.9,
"hr": 86,
"qt_interval_ms": 416,
"spo2": 97,
... | {
"anomaly_score": 0.72,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
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