uid
stringclasses
10 values
dataset_id
stringclasses
1 value
care_setting
stringclasses
4 values
monitoring_ordered_signal
stringclasses
2 values
monitoring_type
stringclasses
5 values
alarm_limits_set_signal
stringclasses
3 values
device_connected_signal
stringclasses
3 values
monitoring_active_signal
stringclasses
3 values
activation_timing_signal
stringclasses
4 values
alarm_events_acknowledged_signal
stringclasses
3 values
escalation_after_alarm_signal
stringclasses
3 values
documentation_complete_signal
stringclasses
3 values
system_outcome_signal
stringclasses
5 values
clinical_summary
stringclasses
10 values
question
stringclasses
1 value
ground_truth_label
stringclasses
2 values
ground_truth_rationale
stringclasses
10 values
lead_time_window_hours
int64
6
24
source_citation
stringclasses
1 value
CMDA-001
clinical-monitoring-order-device-activation-coherence-risk-v0.1
Ward
yes
telemetry
yes
yes
yes
on_time
yes
yes
yes
stable
Telemetry ordered. Device connected, alarms set, monitoring active on time. Alarm event acknowledged and escalation completed. Documentation complete.
Is order vs device activation coherent. Answer coherent or incoherent.
coherent
Order executed and monitoring active.
12
Synthetic
CMDA-002
clinical-monitoring-order-device-activation-coherence-risk-v0.1
Ward
yes
telemetry
yes
no
no
none
no
not_applicable
no
unmonitored_risk
Telemetry ordered but device not connected and monitoring never became active. No documentation of why.
Is order vs device activation coherent. Answer coherent or incoherent.
incoherent
Order not executed.
12
Synthetic
CMDA-003
clinical-monitoring-order-device-activation-coherence-risk-v0.1
ED
yes
spo2_continuous
no
yes
yes
on_time
yes
yes
yes
stable
Continuous SpO2 ordered. Device connected and active but alarm limits not set. Alarm acknowledged and escalation done.
Is order vs device activation coherent. Answer coherent or incoherent.
incoherent
Alarm limits missing despite active device.
6
Synthetic
CMDA-004
clinical-monitoring-order-device-activation-coherence-risk-v0.1
ICU
yes
invasive_bp
yes
yes
yes
on_time
yes
yes
yes
stable
Invasive BP monitoring ordered and activated promptly with alarm limits configured. Alarms acknowledged and acted upon.
Is order vs device activation coherent. Answer coherent or incoherent.
coherent
Full activation with alarms.
6
Synthetic
CMDA-005
clinical-monitoring-order-device-activation-coherence-risk-v0.1
Ward
yes
telemetry
yes
yes
yes
late
no
not_applicable
yes
governance_risk
Telemetry ordered and connected but activation delayed. No alarm events documented. Documentation complete.
Is order vs device activation coherent. Answer coherent or incoherent.
incoherent
Late activation.
12
Synthetic
CMDA-006
clinical-monitoring-order-device-activation-coherence-risk-v0.1
Ward
yes
resp_rate_continuous
yes
yes
yes
on_time
yes
no
yes
missed_escalation_risk
Monitoring active and alarms set. Alarm events occurred and were acknowledged but escalation not completed.
Is order vs device activation coherent. Answer coherent or incoherent.
incoherent
Activation ok but response loop failed.
6
Synthetic
CMDA-007
clinical-monitoring-order-device-activation-coherence-risk-v0.1
Ward
yes
telemetry
yes
yes
no
none
not_applicable
not_applicable
no
unmonitored_risk
Telemetry ordered and device connected but monitoring not active due to system configuration issue. No escalation.
Is order vs device activation coherent. Answer coherent or incoherent.
incoherent
Connected but not active.
12
Synthetic
CMDA-008
clinical-monitoring-order-device-activation-coherence-risk-v0.1
ED
yes
spo2_continuous
yes
yes
yes
on_time
yes
yes
yes
stable
Continuous monitoring ordered. Device active, alarms configured, and alarm responses documented.
Is order vs device activation coherent. Answer coherent or incoherent.
coherent
Aligned.
6
Synthetic
CMDA-009
clinical-monitoring-order-device-activation-coherence-risk-v0.1
Outpatient
no
none
not_applicable
not_applicable
not_applicable
not_applicable
not_applicable
not_applicable
not_applicable
stable
No monitoring order event.
Is order vs device activation coherent. Answer coherent or incoherent.
coherent
No monitoring loop required.
24
Synthetic
CMDA-010
clinical-monitoring-order-device-activation-coherence-risk-v0.1
Ward
yes
telemetry
yes
yes
yes
on_time
no
not_applicable
no
false_reassurance_risk
Monitoring ordered and activated. No alarm acknowledgements recorded in window despite events. Documentation incomplete.
Is order vs device activation coherent. Answer coherent or incoherent.
incoherent
Alarm handling gap creates false reassurance.
12
Synthetic