uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | hospital_type stringclasses 2
values | order_volume_match_capacity stringclasses 2
values | lab_staffing_ok stringclasses 2
values | turnaround_within_target stringclasses 2
values | results_before_decision stringclasses 2
values | repeat_test_rate stringclasses 3
values | delay_trend 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
LB-TR-001 | healthcare-lab-result-turnaround-coherence-risk-v0.1 | 2,024 | UK | acute | yes | yes | yes | yes | low | stable | Orders match capacity and results on time. | Is lab turnaround coherent. Answer coherent or incoherent. | coherent | Capacity and demand aligned. | timely_decisions | Synthetic |
LB-TR-002 | healthcare-lab-result-turnaround-coherence-risk-v0.1 | 2,024 | UK | acute | no | no | no | no | high | rising | Backlog and delayed results. | Is lab turnaround coherent. Answer coherent or incoherent. | incoherent | Demand exceeds lab capacity. | decision_delay | Synthetic |
LB-TR-003 | healthcare-lab-result-turnaround-coherence-risk-v0.1 | 2,023 | US | teaching | yes | yes | yes | yes | low | stable | Staff and capacity aligned. | Is lab turnaround coherent. Answer coherent or incoherent. | coherent | Stable flow. | timely_decisions | Synthetic |
LB-TR-004 | healthcare-lab-result-turnaround-coherence-risk-v0.1 | 2,023 | US | teaching | no | no | no | no | medium | rising | Staff shortage and delays. | Is lab turnaround coherent. Answer coherent or incoherent. | incoherent | Processing lag. | delay_risk | Synthetic |
LB-TR-005 | healthcare-lab-result-turnaround-coherence-risk-v0.1 | 2,022 | EU | acute | yes | yes | yes | yes | low | stable | Turnaround meets target. | Is lab turnaround coherent. Answer coherent or incoherent. | coherent | Flow stable. | timely_decisions | Synthetic |
LB-TR-006 | healthcare-lab-result-turnaround-coherence-risk-v0.1 | 2,022 | EU | acute | no | no | no | no | high | rising | Repeat tests and backlog. | Is lab turnaround coherent. Answer coherent or incoherent. | incoherent | Quality and delay issues. | delay_risk | Synthetic |
LB-TR-007 | healthcare-lab-result-turnaround-coherence-risk-v0.1 | 2,021 | UK | acute | yes | yes | yes | yes | low | stable | Winter demand managed. | Is lab turnaround coherent. Answer coherent or incoherent. | coherent | Adaptive staffing. | timely_decisions | Synthetic |
LB-TR-008 | healthcare-lab-result-turnaround-coherence-risk-v0.1 | 2,021 | UK | acute | no | no | no | no | high | rising | Winter backlog grows. | Is lab turnaround coherent. Answer coherent or incoherent. | incoherent | Turnaround exceeds target. | delay_risk | Synthetic |
LB-TR-009 | healthcare-lab-result-turnaround-coherence-risk-v0.1 | 2,020 | Global | acute | yes | yes | yes | yes | medium | stable | Surge testing balanced. | Is lab turnaround coherent. Answer coherent or incoherent. | coherent | Capacity adjusted. | timely_decisions | Synthetic |
LB-TR-010 | healthcare-lab-result-turnaround-coherence-risk-v0.1 | 2,020 | Global | acute | no | no | no | no | high | rising | Pandemic test surge delays. | Is lab turnaround coherent. Answer coherent or incoherent. | incoherent | Backlog and delay. | delay_risk | Synthetic |
What this repo is for
detect lab backlog early
prevent treatment delays
align demand and capacity
reduce repeat tests
support operational planning
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