uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | initial_antibiotic_signal stringclasses 1
value | cultures_taken_before_abx_signal stringclasses 2
values | culture_result_signal stringclasses 2
values | susceptibility_signal stringclasses 4
values | review_documented_signal stringclasses 2
values | abx_adjusted_signal stringclasses 2
values | adjustment_timing_signal stringclasses 3
values | clinical_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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CAPC-001 | clinical-antibiotic-prescription-culture-result-coherence-risk-v0.1 | ED | started | yes | positive | matched | yes | yes | on_time | Cultures taken before antibiotics. Positive culture matched and therapy reviewed and adjusted appropriately. | Is antibiotic choice vs culture result coherent. Answer coherent or incoherent. | coherent | Closed antimicrobial loop. | stable | Synthetic |
CAPC-002 | clinical-antibiotic-prescription-culture-result-coherence-risk-v0.1 | Ward | started | no | positive | unknown | no | no | none | Antibiotics started with no cultures and no review. | Is antibiotic choice vs culture result coherent. Answer coherent or incoherent. | incoherent | No cultures and no stewardship loop. | resistance_risk | Synthetic |
CAPC-003 | clinical-antibiotic-prescription-culture-result-coherence-risk-v0.1 | ICU | started | yes | positive | not_matched | yes | yes | late | Culture resistant to initial antibiotic. Review happened but switch delayed. | Is antibiotic choice vs culture result coherent. Answer coherent or incoherent. | incoherent | Delay after resistant result. | harm_risk | Synthetic |
CAPC-004 | clinical-antibiotic-prescription-culture-result-coherence-risk-v0.1 | Ward | started | yes | negative | not_applicable | yes | yes | on_time | Cultures negative and antibiotics stopped promptly. | Is antibiotic choice vs culture result coherent. Answer coherent or incoherent. | coherent | De-escalation done. | stable | Synthetic |
CAPC-005 | clinical-antibiotic-prescription-culture-result-coherence-risk-v0.1 | Ward | started | yes | positive | matched | no | no | none | Positive culture but no review documented. | Is antibiotic choice vs culture result coherent. Answer coherent or incoherent. | incoherent | No review loop. | resistance_risk | Synthetic |
CAPC-006 | clinical-antibiotic-prescription-culture-result-coherence-risk-v0.1 | ED | started | yes | positive | not_matched | yes | yes | on_time | Resistant organism found and antibiotic changed promptly. | Is antibiotic choice vs culture result coherent. Answer coherent or incoherent. | coherent | Aligned stewardship. | stable | Synthetic |
CAPC-007 | clinical-antibiotic-prescription-culture-result-coherence-risk-v0.1 | Ward | started | yes | positive | not_matched | yes | no | none | Resistant result acknowledged but antibiotics not changed. | Is antibiotic choice vs culture result coherent. Answer coherent or incoherent. | incoherent | No adjustment despite mismatch. | harm_risk | Synthetic |
CAPC-008 | clinical-antibiotic-prescription-culture-result-coherence-risk-v0.1 | ICU | started | yes | positive | matched | yes | no | none | Matched susceptibility but antibiotics continued longer than documented plan. | Is antibiotic choice vs culture result coherent. Answer coherent or incoherent. | incoherent | Plan-execution gap. | resistance_risk | Synthetic |
CAPC-009 | clinical-antibiotic-prescription-culture-result-coherence-risk-v0.1 | Ward | started | yes | negative | not_applicable | no | no | none | Cultures negative but antibiotics continued with no review. | Is antibiotic choice vs culture result coherent. Answer coherent or incoherent. | incoherent | No stop review. | resistance_risk | Synthetic |
CAPC-010 | clinical-antibiotic-prescription-culture-result-coherence-risk-v0.1 | ED | started | yes | positive | matched | yes | yes | on_time | Loop closed. | Is antibiotic choice vs culture result coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
What this repo is for
Detect when antibiotics start
but microbiology feedback does not change practice
Common breaks no cultures before antibiotics positive culture with no review resistant result with no switch negative culture with no stop plan stated but not executed
Examples you can use sepsis treated but no blood cultures drawn ESBL result but piperacillin-tazo continued cultures negative but broad spectrum continues
You use it to flag harm risk resistance risk stewardship failure
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