uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 4
values | lab_test_type stringclasses 8
values | critical_result_signal stringclasses 1
value | critical_value stringclasses 10
values | lab_alert_sent_signal stringclasses 1
value | clinician_notified_signal stringclasses 2
values | notification_timing_signal stringclasses 3
values | action_taken_signal stringclasses 2
values | action_timing_signal stringclasses 3
values | repeat_test_ordered_signal stringclasses 2
values | clinical_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 7
values | outcome_signal stringclasses 2
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CLCR-001 | clinical-lab-critical-result-notification-action-coherence-risk-v0.1 | ED | potassium | yes | 6.8 | yes | yes | on_time | yes | on_time | yes | Critical hyperkalaemia. Lab alerted. Clinician notified. Treatment started promptly and repeat K ordered. | Is critical lab result vs notification and action coherent. Answer coherent or incoherent. | coherent | Closed critical lab loop. | stable | Synthetic |
CLCR-002 | clinical-lab-critical-result-notification-action-coherence-risk-v0.1 | Ward | potassium | yes | 6.5 | yes | no | none | no | none | no | Critical K but no clinician notification and no action. | Is critical lab result vs notification and action coherent. Answer coherent or incoherent. | incoherent | Notification failure. | harm_risk | Synthetic |
CLCR-003 | clinical-lab-critical-result-notification-action-coherence-risk-v0.1 | ICU | lactate | yes | 7.2 | yes | yes | late | yes | late | yes | Critical lactate. Notification and action both delayed. | Is critical lab result vs notification and action coherent. Answer coherent or incoherent. | incoherent | Delay in sepsis response. | harm_risk | Synthetic |
CLCR-004 | clinical-lab-critical-result-notification-action-coherence-risk-v0.1 | Ward | hemoglobin | yes | 58 | yes | yes | on_time | no | none | no | Critical Hb acknowledged but no action documented. | Is critical lab result vs notification and action coherent. Answer coherent or incoherent. | incoherent | Action gap. | harm_risk | Synthetic |
CLCR-005 | clinical-lab-critical-result-notification-action-coherence-risk-v0.1 | ED | troponin | yes | high | yes | yes | on_time | yes | on_time | no | Critical troponin with prompt ACS pathway activation. | Is critical lab result vs notification and action coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CLCR-006 | clinical-lab-critical-result-notification-action-coherence-risk-v0.1 | Outpatient | INR | yes | 8.5 | yes | yes | on_time | yes | on_time | yes | High INR notified and managed with reversal plan and repeat. | Is critical lab result vs notification and action coherent. Answer coherent or incoherent. | coherent | Closed loop. | stable | Synthetic |
CLCR-007 | clinical-lab-critical-result-notification-action-coherence-risk-v0.1 | Ward | sodium | yes | 118 | yes | yes | on_time | yes | late | yes | Hyponatraemia treated but delayed. | Is critical lab result vs notification and action coherent. Answer coherent or incoherent. | incoherent | Late action. | harm_risk | Synthetic |
CLCR-008 | clinical-lab-critical-result-notification-action-coherence-risk-v0.1 | ICU | glucose | yes | 1.8 | yes | yes | on_time | yes | on_time | yes | Hypoglycaemia treated immediately. | Is critical lab result vs notification and action coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CLCR-009 | clinical-lab-critical-result-notification-action-coherence-risk-v0.1 | Ward | calcium | yes | 1.6 | yes | yes | on_time | yes | on_time | no | Critical calcium treated promptly. | Is critical lab result vs notification and action coherent. Answer coherent or incoherent. | coherent | Closed loop. | stable | Synthetic |
CLCR-010 | clinical-lab-critical-result-notification-action-coherence-risk-v0.1 | ED | lactate | yes | 6.0 | yes | yes | on_time | yes | on_time | yes | Sepsis bundle started promptly. | Is critical lab result vs notification and action coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
What this repo is for
Detect when critical lab results occur
but notification and action do not align
Common breaks lab alerts sent but clinician not reached clinician notified but no action action delayed after sepsis marker no repeat test ordered after treatment
Examples K 6.8 with no treatment note Hb 58 acknowledged but no transfusion plan lactate 7 with delayed antibiotics
You use it to flag critical result miss risk delay risk
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