uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | imaging_urgency stringclasses 2
values | result_criticality_signal stringclasses 2
values | result_acknowledged_signal stringclasses 2
values | action_taken_signal stringclasses 4
values | action_timing_signal stringclasses 5
values | clinical_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 8
values | outcome_signal stringclasses 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CIOR-001 | clinical-imaging-order-result-action-coherence-risk-v0.1 | ED | urgent | critical | acknowledged | acted_on | on_time | Critical CT result acknowledged and acted on promptly. | Is imaging result vs action coherent. Answer coherent or incoherent. | coherent | Critical result matched by action. | managed | Synthetic |
CIOR-002 | clinical-imaging-order-result-action-coherence-risk-v0.1 | ED | urgent | critical | not_acknowledged | not_acted_on | none | Critical result not acknowledged and no action. | Is imaging result vs action coherent. Answer coherent or incoherent. | incoherent | Missed critical result. | harm_risk | Synthetic |
CIOR-003 | clinical-imaging-order-result-action-coherence-risk-v0.1 | Ward | standard | noncritical | acknowledged | acted_on | timely | Noncritical result acknowledged and acted on. | Is imaging result vs action coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CIOR-004 | clinical-imaging-order-result-action-coherence-risk-v0.1 | Ward | urgent | critical | acknowledged | acted_on | delayed | Critical result acknowledged but action delayed. | Is imaging result vs action coherent. Answer coherent or incoherent. | incoherent | Delay despite criticality. | harm_risk | Synthetic |
CIOR-005 | clinical-imaging-order-result-action-coherence-risk-v0.1 | Ward | standard | noncritical | acknowledged | no_action_required | none | Result acknowledged and no action needed. | Is imaging result vs action coherent. Answer coherent or incoherent. | coherent | Appropriate no-op. | stable | Synthetic |
CIOR-006 | clinical-imaging-order-result-action-coherence-risk-v0.1 | ICU | urgent | critical | acknowledged | acted_on | on_time | ICU critical finding acted on. | Is imaging result vs action coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
CIOR-007 | clinical-imaging-order-result-action-coherence-risk-v0.1 | Ward | urgent | critical | acknowledged | wrong_action | none | Critical result acknowledged but wrong action chosen. | Is imaging result vs action coherent. Answer coherent or incoherent. | incoherent | Action misaligned with finding. | harm_risk | Synthetic |
CIOR-008 | clinical-imaging-order-result-action-coherence-risk-v0.1 | ED | urgent | critical | acknowledged | acted_on | late | Critical result acted on late. | Is imaging result vs action coherent. Answer coherent or incoherent. | incoherent | Late action. | harm_risk | Synthetic |
CIOR-009 | clinical-imaging-order-result-action-coherence-risk-v0.1 | ICU | standard | noncritical | acknowledged | no_action_required | none | Acknowledged benign result. | Is imaging result vs action coherent. Answer coherent or incoherent. | coherent | Appropriate. | stable | Synthetic |
CIOR-010 | clinical-imaging-order-result-action-coherence-risk-v0.1 | ED | urgent | critical | acknowledged | acted_on | on_time | Action aligned with critical result. | Is imaging result vs action coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
What this repo is for
Detect when a critical imaging result arrives
but action does not follow
Examples you can use PE on CTPA but anticoag not started intracranial bleed on CT but no neurosurg call free air on CT but no surgical review
You use it to flag missed finding risk before harm
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