uid stringclasses 10 values | dataset_id stringclasses 1 value | care_setting stringclasses 4 values | sample_type stringclasses 4 values | sample_collected_signal stringclasses 1 value | lab_received_signal stringclasses 2 values | processing_time_signal stringclasses 3 values | result_released_signal stringclasses 2 values | release_timing_signal stringclasses 4 values | clinical_summary stringclasses 10 values | question stringclasses 1 value | ground_truth_label stringclasses 2 values | ground_truth_rationale stringclasses 6 values | outcome_signal stringclasses 3 values | source_citation stringclasses 1 value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CSLP-001 | clinical-sample-collection-lab-processing-coherence-risk-v0.1 | ED | lactate | collected | received | normal | released | on_time | Sample collected and processed with result released on time. | Is collection vs lab processing coherent. Answer coherent or incoherent. | coherent | Pipeline intact. | managed | Synthetic |
CSLP-002 | clinical-sample-collection-lab-processing-coherence-risk-v0.1 | ED | lactate | collected | received | slow | released | late | Processing slow and result released late. | Is collection vs lab processing coherent. Answer coherent or incoherent. | incoherent | Lab delay. | harm_risk | Synthetic |
CSLP-003 | clinical-sample-collection-lab-processing-coherence-risk-v0.1 | Ward | troponin | collected | received | normal | released | timely | Troponin processed timely. | Is collection vs lab processing coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CSLP-004 | clinical-sample-collection-lab-processing-coherence-risk-v0.1 | Ward | blood_culture | collected | not_received | unknown | not_released | none | Blood culture collected but not received by lab and no result. | Is collection vs lab processing coherent. Answer coherent or incoherent. | incoherent | Transport loss. | harm_risk | Synthetic |
CSLP-005 | clinical-sample-collection-lab-processing-coherence-risk-v0.1 | ICU | coag | collected | received | normal | released | on_time | ICU coag processed on time. | Is collection vs lab processing coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
CSLP-006 | clinical-sample-collection-lab-processing-coherence-risk-v0.1 | ED | blood_culture | collected | received | slow | released | late | Blood culture delayed processing. | Is collection vs lab processing coherent. Answer coherent or incoherent. | incoherent | Delayed culture pipeline. | harm_risk | Synthetic |
CSLP-007 | clinical-sample-collection-lab-processing-coherence-risk-v0.1 | Outpatient | coag | collected | received | normal | released | timely | Outpatient coag released timely. | Is collection vs lab processing coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CSLP-008 | clinical-sample-collection-lab-processing-coherence-risk-v0.1 | ED | troponin | collected | received | slow | released | late | Troponin result late. | Is collection vs lab processing coherent. Answer coherent or incoherent. | incoherent | Late result impacts ACS pathway. | harm_risk | Synthetic |
CSLP-009 | clinical-sample-collection-lab-processing-coherence-risk-v0.1 | Ward | lactate | collected | received | normal | released | timely | Ward lactate timely. | Is collection vs lab processing coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CSLP-010 | clinical-sample-collection-lab-processing-coherence-risk-v0.1 | ICU | blood_culture | collected | received | normal | released | on_time | ICU culture pipeline on time. | Is collection vs lab processing coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
What this repo is for
Detect when samples are collected
but lab processing or result release runs late
Examples you can use lactate turnaround too slow troponin turnaround too slow blood cultures not received coags delayed before procedure
You use it to flag diagnostic pipeline delay risk
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