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": 0.916,
"criticality": "low",
"id": "BIOPULSE-102900",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T19:55:48Z",
"trace_id": "d77848a1-4ed7-42f0-8920-713b3fbee86c"
} | {
"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": 38,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-34D18DE2",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-C5A3B7",
"timestamp": "2026-04-12T18:42:48Z",
"vitals": {
"cortisol_ugdl": 12.9,
"glucose": 148.8,
"hr": 80,
"qt_interval_ms": 431,
"spo2": 9... | {
"anomaly_score": 0.9,
"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": 0.984,
"criticality": "life_threatening",
"id": "BIOPULSE-102901",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:48:53Z",
"trace_id": "81668473-a430-4a38-a64a-c10976674c2c"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 212,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-2F649CA3",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-59BF12",
"timestamp": "2026-04-12T08:01:53Z",
"vitals": {
"cortisol_ugdl": 8.6,
"glucose": 91.9,
"hr": 76,
"qt_interval_ms": 400,
"spo2": 98,... | {
"anomaly_score": 0.84,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.983,
"criticality": "high",
"id": "BIOPULSE-102902",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:44:44Z",
"trace_id": "926bee76-496e-4ec2-aa29-ca9e13e29666"
} | {
"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": 199,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-CF875580",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-88BE88",
"timestamp": "2026-04-12T16:27:44Z",
"vitals": {
"cortisol_ugdl": 6.8,
"glucose": 96,
"hr": 75,
"qt_interval_ms": 424,
"spo2": 94,
... | {
"anomaly_score": 0.73,
"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": 0.965,
"criticality": "medium",
"id": "BIOPULSE-102903",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:22:24Z",
"trace_id": "8ac2e13a-35fa-4d03-a201-3f492c9e4b54"
} | {
"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": 152,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-9203C4C0",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-079203",
"timestamp": "2026-04-12T08:09:24Z",
"vitals": {
"cortisol_ugdl": 13.6,
"glucose": 151.4,
"hr": 79,
"qt_interval_ms": 426,
"spo2... | {
"anomaly_score": 0.91,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.945,
"criticality": "medium",
"id": "BIOPULSE-102904",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:48:12Z",
"trace_id": "18c7fa70-9a62-45f6-8f54-72e65735a933"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 178,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-E7C4B64D",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-FF19C2",
"timestamp": "2026-04-12T23:19:12Z",
"vitals": {
"cortisol_ugdl": 18.5,
"glucose": 105.4,
"hr": 91,
"qt_interval_ms": 432,
"spo2": 98,
... | {
"anomaly_score": 0.9,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.92,
"criticality": "high",
"id": "BIOPULSE-102905",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T21:17:59Z",
"trace_id": "a662ea22-95ee-4637-9f51-d37de85eeb1f"
} | {
"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": 50,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-613B2532",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-3995A8",
"timestamp": "2026-04-12T20:25:59Z",
"vitals": {
"cortisol_ugdl": 15.3,
"glucose": 104.1,
"hr": 76,
"qt_interval_ms": 415,
"spo2": 96,... | {
"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 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": 0.911,
"criticality": "medium",
"id": "BIOPULSE-102906",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T11:57:55Z",
"trace_id": "6384de3d-d0d5-4150-b1c9-f522fa2cc35f"
} | {
"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": 89,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-4CFEEFF5",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-F86C02",
"timestamp": "2026-04-12T11:03:55Z",
"vitals": {
"cortisol_ugdl": 6.1,
"glucose": 90.2,
"hr": 83,
"qt_interval_ms": 400,
"spo2": 96,
"s... | {
"anomaly_score": 0.99,
"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": 0.917,
"criticality": "life_threatening",
"id": "BIOPULSE-102907",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T01:39:33Z",
"trace_id": "026cdec9-99b4-4e0d-a835-3a7257573d4a"
} | {
"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": 214,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-33C202E1",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-D32CE0",
"timestamp": "2026-04-12T00:44:33Z",
"vitals": {
"cortisol_ugdl": 11.1,
"glucose": 141.6,
"hr": 77,
"qt_interval_ms": 421,
"spo2": 97,... | {
"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 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": 0.871,
"criticality": "medium",
"id": "BIOPULSE-102908",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:00:23Z",
"trace_id": "2fa27433-68ff-4b7f-b609-45ac03f57c67"
} | {
"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": 120,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-936CD05D",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-2DB01B",
"timestamp": "2026-04-12T17:02:23Z",
"vitals": {
"cortisol_ugdl": 7.8,
"glucose": 99,
"hr": 66,
"qt_interval_ms": 408,
"spo2": 97,
... | {
"anomaly_score": 0.79,
"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": 0.943,
"criticality": "high",
"id": "BIOPULSE-102909",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:15:26Z",
"trace_id": "ba64ed73-c196-4106-b16b-1b4b608c6297"
} | {
"age_group": "51-70",
"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": 148,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-3D44936A",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-ECC777",
"timestamp": "2026-04-12T11:03:26Z",
"vitals": {
"cortisol_ugdl": 8.7,
"glucose": 96.4,
"hr": 75,
"qt_interval_ms": 426,
"spo2": 96,
... | {
"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 geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.867,
"criticality": "medium",
"id": "BIOPULSE-102910",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:08:29Z",
"trace_id": "7d919648-190a-460e-97f9-8e70f939b038"
} | {
"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": 67,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-938946F1",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-201F7C",
"timestamp": "2026-04-12T05:16:29Z",
"vitals": {
"cortisol_ugdl": 13.3,
"glucose": 153,
"hr": 85,
"qt_interval_ms": 432,
"spo2": 95,... | {
"anomaly_score": 0.73,
"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": 0.871,
"criticality": "medium",
"id": "BIOPULSE-102911",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:00:13Z",
"trace_id": "03f01e51-b9cb-4969-a7be-c582581dd05b"
} | {
"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": 239,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-FFD9BD0F",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-FF43B9",
"timestamp": "2026-04-12T13:14:13Z",
"vitals": {
"cortisol_ugdl": 9.8,
"glucose": 87.8,
"hr": 89,
"qt_interval_ms": 411,
"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 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": 0.973,
"criticality": "life_threatening",
"id": "BIOPULSE-102912",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:01:33Z",
"trace_id": "6dc76aa2-1237-44d1-804e-282d518cdf27"
} | {
"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": 22,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-ACF463B7",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-5EF2FC",
"timestamp": "2026-04-12T15:01:33Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 91.7,
"hr": 56,
"qt_interval_ms": 404,
"spo2": 97,
... | {
"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 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-102913",
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"trace_id": "859da36b-5227-4e2e-bb43-d52513efe2b8"
} | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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]
} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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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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} | {
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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": 0.937,
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.973,
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"trace_id": "9a4eac4a-16ef-44a2-a971-95d54299606b"
} | {
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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": 0.967,
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"timestamp": "2026-04-12T03:38:37Z",
"trace_id": "512abdd9-5fce-4461-99e3-549f51347623"
} | {
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],
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
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... | [
{
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"timestamp": "2026-04-12T02:46:37Z",
"vitals": {
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.899,
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"trace_id": "1b79ec1a-e4fd-46bc-8062-379b3c01c90d"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.871,
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"timestamp": "2026-04-13T00:12:55Z",
"trace_id": "1bde4f31-d923-4e4d-9168-b9ede4546a9f"
} | {
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} | {
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"tracked_biomarkers": [
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... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"timestamp": "2026-04-12T23:27:55Z",
"vitals": {
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"hr": 60,
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.963,
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"timestamp": "2026-04-12T07:47:10Z",
"trace_id": "2223139f-825f-4abe-8bff-1280f4fe4c18"
} | {
"age_group": "18-30",
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],
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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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"sensor_id": "SENS-6BB3C5",
"timestamp": "2026-04-12T06:48:10Z",
"vitals": {
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"spo2": 96,... | {
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"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.982,
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"id": "BIOPULSE-102926",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T12:10:24Z",
"trace_id": "92a0ad62-9297-4267-accc-86766d902845"
} | {
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"frailty",
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} | {
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"glucose_mgdl",
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"frailty",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.912,
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} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.963,
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"id": "BIOPULSE-102929",
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"trace_id": "b56fe46b-2617-4c52-987c-190a788d9f9b"
} | {
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"anxiety",
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} | {
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"glucose_mgdl",
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{
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.976,
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"trace_id": "482c5cdc-6c89-4fc4-bfa6-b33effc70272"
} | {
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.989,
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"trace_id": "96bf18fb-7a34-44ea-917f-2ca9b6915287"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.927,
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"trace_id": "613960ef-8142-46fe-8255-afb03536eab9"
} | {
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"frailty",
"polypharmacy"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"... | {
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.923,
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"id": "BIOPULSE-102933",
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"trace_id": "a6b053bf-c039-490b-b184-81e264d15dd5"
} | {
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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": "2026-04-12T15:25:58Z",
"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.981,
"criticality": "low",
"id": "BIOPULSE-102934",
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"trace_id": "8a49e76c-a1f8-4975-b170-96161865d413"
} | {
"age_group": "18-30",
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"asthma"
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"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"s... | {
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.932,
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"id": "BIOPULSE-102935",
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"timestamp": "2026-04-12T15:09:43Z",
"trace_id": "eea62ab7-ac3d-47f7-acd4-8eb0bff9cc8d"
} | {
"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_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T14:31:43Z",
"vitals": {
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"spo2... | {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.975,
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"id": "BIOPULSE-102936",
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"timestamp": "2026-04-12T01:29:38Z",
"trace_id": "f1798f30-a373-495e-b00f-306eb2e25f64"
} | {
"age_group": "31-50",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T00:47:38Z",
"vitals": {
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"spo2"... | {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.95,
"criticality": "life_threatening",
"id": "BIOPULSE-102937",
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"timestamp": "2026-04-13T00:36:31Z",
"trace_id": "33ac7d77-5698-4505-af88-62200ed5fbf6"
} | {
"age_group": "18-30",
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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": "2026-04-13T00:00:31Z",
"vitals": {
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"hr": 91,
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"spo2": 95,... | {
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"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.867,
"criticality": "medium",
"id": "BIOPULSE-102938",
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"timestamp": "2026-04-12T13:00:12Z",
"trace_id": "3bd0cb44-dd47-422c-adc0-2cbbfb86423c"
} | {
"age_group": "51-70",
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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": "2026-04-12T12:00:12Z",
"vitals": {
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"hr": 76,
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"... | {
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"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
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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": 0.854,
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"id": "BIOPULSE-102939",
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"timestamp": "2026-04-12T15:43:47Z",
"trace_id": "a3851165-f65b-4a3e-8424-4abab371bda0"
} | {
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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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... | [
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "bc5cd41a-8eb0-4801-abaf-ba4b32611da1"
} | {
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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"timestamp": "2026-04-12T18:02:32Z",
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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 | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.906,
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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": 0.958,
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} | {
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.868,
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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 | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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} | {
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... | [
{
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} |
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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"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.905,
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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 | {
"confidence": 0.883,
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"trace_id": "d90e8d6f-8b0c-4af6-ab41-88f038ab058d"
} | {
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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": 0.933,
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} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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} | {
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"cortisol_ugdl",
... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.982,
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"trace_id": "2e5b1716-9287-4c92-bb4e-017bb3df0210"
} | {
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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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... | {
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} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.946,
"criticality": "medium",
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"timestamp": "2026-04-12T07:23:17Z",
"trace_id": "61404d1d-f206-45be-8228-2230b05febdc"
} | {
"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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"timestamp": "2026-04-12T06:24:17Z",
"vitals": {
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"hr": 99,
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... | {
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"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
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} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.952,
"criticality": "high",
"id": "BIOPULSE-102978",
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"timestamp": "2026-04-12T01:50:29Z",
"trace_id": "67f6d561-1e3a-448e-8bf8-c9fb6c074db4"
} | {
"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",
... | [
{
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"sensor_id": "SENS-910EA6",
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} |
1.0.0-bio-pulse-sample | {
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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"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": 0.862,
"criticality": "low",
"id": "BIOPULSE-102992",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T08:48:35Z",
"trace_id": "bd4fe4f8-6687-4710-b4f5-479755a4e55a"
} | {
"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": 240,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-54789843",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-4D2634",
"timestamp": "2026-04-12T08:12:35Z",
"vitals": {
"cortisol_ugdl": 9.4,
"glucose": 103.5,
"hr": 92,
"qt_interval_ms": 431,
"spo2": 96... | {
"anomaly_score": 0.77,
"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": 0.934,
"criticality": "medium",
"id": "BIOPULSE-102993",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T03:05:05Z",
"trace_id": "e1a78c2d-b00c-4cbb-aab2-42060aa49ada"
} | {
"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": 150,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-06466748",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-DF54CA",
"timestamp": "2026-04-12T02:12:05Z",
"vitals": {
"cortisol_ugdl": 7.9,
"glucose": 92.9,
"hr": 69,
"qt_interval_ms": 429,
"spo2": 94,
"s... | {
"anomaly_score": 0.73,
"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": 0.94,
"criticality": "low",
"id": "BIOPULSE-102994",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:34:10Z",
"trace_id": "f7b3de1a-e154-458c-a418-2717c3c586d0"
} | {
"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": 61,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-302C41EF",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-C3635C",
"timestamp": "2026-04-12T07:41:10Z",
"vitals": {
"cortisol_ugdl": 18.2,
"glucose": 110.6,
"hr": 101,
"qt_interval_ms": 422,
"spo2": 9... | {
"anomaly_score": 0.88,
"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": "medium",
"id": "BIOPULSE-102995",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:59:30Z",
"trace_id": "1435f366-5918-46d8-93a1-8da6c235953d"
} | {
"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": 196,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-7B5566C0",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-937968",
"timestamp": "2026-04-12T00:44:30Z",
"vitals": {
"cortisol_ugdl": 14.4,
"glucose": 142.2,
"hr": 84,
"qt_interval_ms": 427,
"spo2... | {
"anomaly_score": 0.79,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for 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": 0.869,
"criticality": "medium",
"id": "BIOPULSE-102996",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T10:26:19Z",
"trace_id": "152fc392-9a71-439d-98b4-a7a722e1f472"
} | {
"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": 108,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-D3E5D283",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-3C2A54",
"timestamp": "2026-04-12T09:27:19Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 98.7,
"hr": 68,
"qt_interval_ms": 433,
"spo2": 96,
... | {
"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 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": 0.918,
"criticality": "medium",
"id": "BIOPULSE-102997",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T20:35:52Z",
"trace_id": "e66787d8-50bb-4375-9d5f-5bc87af57c05"
} | {
"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": 232,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-691E7E09",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-CF5D91",
"timestamp": "2026-04-12T19:42:52Z",
"vitals": {
"cortisol_ugdl": 10.3,
"glucose": 98.2,
"hr": 76,
"qt_interval_ms": 442,
"spo2": 94,
... | {
"anomaly_score": 0.74,
"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": 0.875,
"criticality": "medium",
"id": "BIOPULSE-102998",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:54:51Z",
"trace_id": "27b98420-4cf6-4b58-8029-41ac3a4e70c8"
} | {
"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": 53,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-F292AD9E",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-8F544F",
"timestamp": "2026-04-12T07:00:51Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 89.4,
"hr": 53,
"qt_interval_ms": 407,
"spo2": 97,
... | {
"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 active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.972,
"criticality": "life_threatening",
"id": "BIOPULSE-102999",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:38:35Z",
"trace_id": "37fc7224-3165-4731-a104-019b5055ede7"
} | {
"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": 144,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-06854369",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-8279C4",
"timestamp": "2026-04-12T02:02:35Z",
"vitals": {
"cortisol_ugdl": 4.9,
"glucose": 89.9,
"hr": 54,
"qt_interval_ms": 407,
"spo2": 98,
... | {
"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 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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