uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | oxygenation_trend_signal stringclasses 3
values | resp_support_action_signal stringclasses 5
values | work_of_breathing_signal stringclasses 3
values | delay_reason stringclasses 5
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 7
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
COXR-001 | clinical-oxygen-trend-escalation-coherence-risk-v0.1 | ED | worsening | escalated | high | none | Oxygenation worsening with increased work of breathing and escalation. | Is oxygen trend vs respiratory support escalation coherent. Answer coherent or incoherent. | coherent | Action matches deterioration. | stabilized | Synthetic |
COXR-002 | clinical-oxygen-trend-escalation-coherence-risk-v0.1 | ED | worsening | no_escalation | high | missed_signal | Worsening oxygenation but no escalation despite distress. | Is oxygen trend vs respiratory support escalation coherent. Answer coherent or incoherent. | incoherent | Escalation failure. | resp_failure_risk | Synthetic |
COXR-003 | clinical-oxygen-trend-escalation-coherence-risk-v0.1 | ward | worsening | delayed_escalation | moderate | handover_gap | Oxygenation worsening but escalation delayed after handover. | Is oxygen trend vs respiratory support escalation coherent. Answer coherent or incoherent. | incoherent | Delay creates risk gap. | icu_transfer_risk | Synthetic |
COXR-004 | clinical-oxygen-trend-escalation-coherence-risk-v0.1 | ICU | worsening | escalated | high | none | ICU worsening oxygenation and immediate escalation. | Is oxygen trend vs respiratory support escalation coherent. Answer coherent or incoherent. | coherent | Aligned ICU response. | stabilized | Synthetic |
COXR-005 | clinical-oxygen-trend-escalation-coherence-risk-v0.1 | ward | improving | deescalated | low | none | Improving oxygenation and de-escalation. | Is oxygen trend vs respiratory support escalation coherent. Answer coherent or incoherent. | coherent | De-escalation matches recovery. | improved | Synthetic |
COXR-006 | clinical-oxygen-trend-escalation-coherence-risk-v0.1 | ward | improving | continued_escalation | low | protocol_inertia | Oxygenation improving but support not stepped down. | Is oxygen trend vs respiratory support escalation coherent. Answer coherent or incoherent. | incoherent | Over-support risk. | prolonged_support_risk | Synthetic |
COXR-007 | clinical-oxygen-trend-escalation-coherence-risk-v0.1 | ED | stable | no_escalation | low | none | Stable oxygenation and no escalation. | Is oxygen trend vs respiratory support escalation coherent. Answer coherent or incoherent. | coherent | No mismatch. | stable | Synthetic |
COXR-008 | clinical-oxygen-trend-escalation-coherence-risk-v0.1 | ICU | worsening | delayed_escalation | high | resource_delay | Worsening oxygenation but escalation delayed by resource limits. | Is oxygen trend vs respiratory support escalation coherent. Answer coherent or incoherent. | incoherent | Delay mismatches severity. | intubation_risk | Synthetic |
COXR-009 | clinical-oxygen-trend-escalation-coherence-risk-v0.1 | ward | worsening | escalated | moderate | none | Worsening oxygenation and timely escalation. | Is oxygen trend vs respiratory support escalation coherent. Answer coherent or incoherent. | coherent | Preventive escalation. | stabilized | Synthetic |
COXR-010 | clinical-oxygen-trend-escalation-coherence-risk-v0.1 | ED | improving | no_escalation | low | none | Improving oxygenation and no escalation. | Is oxygen trend vs respiratory support escalation coherent. Answer coherent or incoherent. | coherent | Aligned. | improved | Synthetic |
What this repo is for
Detect when oxygenation trends and respiratory support actions
fall out of alignment
before avoidable respiratory failure late escalation or prolonged unnecessary support.
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