uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | setting stringclasses 3
values | order_placed_correctly stringclasses 1
value | booking_confirmed stringclasses 2
values | sample_or_slot_secured stringclasses 2
values | test_completed stringclasses 2
values | result_released stringclasses 2
values | result_reviewed stringclasses 2
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
DX-001 | healthcare-diagnostic-order-to-completion-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | yes | yes | yes | yes | yes | Order booked, test done, result reviewed within target. | Is diagnostic order-to-completion coherent. Answer coherent or incoherent. | coherent | Pipeline aligned. | timely_diagnosis | Synthetic |
DX-002 | healthcare-diagnostic-order-to-completion-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | no | no | no | no | no | Order placed but not booked; test not completed. | Is diagnostic order-to-completion coherent. Answer coherent or incoherent. | incoherent | Bottleneck at booking. | delay_risk | Synthetic |
DX-003 | healthcare-diagnostic-order-to-completion-coherence-risk-v0.1 | 2,023 | US | acute | yes | yes | yes | yes | yes | yes | Lab test completed and actioned. | Is diagnostic order-to-completion coherent. Answer coherent or incoherent. | coherent | Flow intact. | timely_diagnosis | Synthetic |
DX-004 | healthcare-diagnostic-order-to-completion-coherence-risk-v0.1 | 2,023 | US | acute | yes | yes | no | no | no | no | Sample not collected; order stalls. | Is diagnostic order-to-completion coherent. Answer coherent or incoherent. | incoherent | Collection failure. | delay_risk | Synthetic |
DX-005 | healthcare-diagnostic-order-to-completion-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | yes | yes | yes | yes | yes | Imaging slot secured and result reviewed. | Is diagnostic order-to-completion coherent. Answer coherent or incoherent. | coherent | Pathway stable. | timely_diagnosis | Synthetic |
DX-006 | healthcare-diagnostic-order-to-completion-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | yes | yes | yes | yes | no | Result released but not reviewed. | Is diagnostic order-to-completion coherent. Answer coherent or incoherent. | incoherent | Action gap after result. | incident_risk | Synthetic |
DX-007 | healthcare-diagnostic-order-to-completion-coherence-risk-v0.1 | 2,021 | UK | clinic | yes | yes | yes | yes | yes | yes | Outpatient test done and reviewed. | Is diagnostic order-to-completion coherent. Answer coherent or incoherent. | coherent | Continuity intact. | timely_diagnosis | Synthetic |
DX-008 | healthcare-diagnostic-order-to-completion-coherence-risk-v0.1 | 2,021 | UK | clinic | yes | no | no | no | no | no | Referral test request never booked. | Is diagnostic order-to-completion coherent. Answer coherent or incoherent. | incoherent | Scheduling bottleneck. | delay_risk | Synthetic |
DX-009 | healthcare-diagnostic-order-to-completion-coherence-risk-v0.1 | 2,020 | Global | hospital | yes | yes | yes | yes | yes | yes | Surge but diagnostics held. | Is diagnostic order-to-completion coherent. Answer coherent or incoherent. | coherent | Resilience maintained. | timely_diagnosis | Synthetic |
DX-010 | healthcare-diagnostic-order-to-completion-coherence-risk-v0.1 | 2,020 | Global | hospital | yes | yes | no | no | no | no | Capacity loss stalls testing. | Is diagnostic order-to-completion coherent. Answer coherent or incoherent. | incoherent | Completion failure. | delay_risk | Synthetic |
What this repo is for
Detect diagnostic bottlenecks before treatment delays.
Tracks alignment between test ordering, booking, sample or slot securing, test completion, result release, and clinical review.
Helps hospitals reduce stalled orders, prevent hidden backlogs, and improve time-to-diagnosis.
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