uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | lactate_trend_signal stringclasses 3
values | escalation_action_signal stringclasses 5
values | hemodynamic_stability_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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
CLSE-001 | clinical-lactate-escalation-coherence-risk-v0.1 | ED | rising | escalated | unstable | none | Rising lactate with escalation and unstable vitals. | Is lactate trend vs escalation coherent. Answer coherent or incoherent. | coherent | Escalation matches rising risk. | stabilized | Synthetic |
CLSE-002 | clinical-lactate-escalation-coherence-risk-v0.1 | ED | rising | no_escalation | unstable | missed_signal | Rising lactate with no escalation despite instability. | Is lactate trend vs escalation coherent. Answer coherent or incoherent. | incoherent | Action fails to match risk. | deterioration_risk | Synthetic |
CLSE-003 | clinical-lactate-escalation-coherence-risk-v0.1 | ward | rising | delayed_escalation | moderate | handover_gap | Rising lactate but escalation delayed after handover. | Is lactate trend vs escalation coherent. Answer coherent or incoherent. | incoherent | Delay creates gap. | icu_transfer_risk | Synthetic |
CLSE-004 | clinical-lactate-escalation-coherence-risk-v0.1 | ICU | rising | escalated | unstable | none | ICU rising lactate and immediate escalation. | Is lactate trend vs escalation coherent. Answer coherent or incoherent. | coherent | Aligned response. | stabilized | Synthetic |
CLSE-005 | clinical-lactate-escalation-coherence-risk-v0.1 | ED | falling | deescalated | stable | none | Falling lactate and de-escalation with stable vitals. | Is lactate trend vs escalation coherent. Answer coherent or incoherent. | coherent | Improvement matched. | improved | Synthetic |
CLSE-006 | clinical-lactate-escalation-coherence-risk-v0.1 | ward | falling | continued_escalation | stable | protocol_inertia | Lactate falling but escalation continued with stable vitals. | Is lactate trend vs escalation coherent. Answer coherent or incoherent. | incoherent | Over-escalation despite recovery. | unnecessary_icu_risk | Synthetic |
CLSE-007 | clinical-lactate-escalation-coherence-risk-v0.1 | ED | stable | no_escalation | stable | none | Stable lactate and no escalation, stable patient. | Is lactate trend vs escalation coherent. Answer coherent or incoherent. | coherent | No risk signal. | stable | Synthetic |
CLSE-008 | clinical-lactate-escalation-coherence-risk-v0.1 | ICU | rising | delayed_escalation | unstable | resource_delay | Rising lactate but escalation delayed by resource constraints. | Is lactate trend vs escalation coherent. Answer coherent or incoherent. | incoherent | Delay mismatches severity. | shock_risk | Synthetic |
CLSE-009 | clinical-lactate-escalation-coherence-risk-v0.1 | ward | rising | escalated | moderate | none | Rising lactate and escalation despite moderate stability. | Is lactate trend vs escalation coherent. Answer coherent or incoherent. | coherent | Preventive escalation. | stabilized | Synthetic |
CLSE-010 | clinical-lactate-escalation-coherence-risk-v0.1 | ED | falling | no_escalation | stable | none | Falling lactate and no escalation, stable. | Is lactate trend vs escalation coherent. Answer coherent or incoherent. | coherent | Aligned de-risking. | improved | Synthetic |
What this repo is for
Detect when lactate trend signals and escalation decisions
fall out of alignment
before avoidable ICU transfers shock or preventable deterioration.
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