ClarusC64/clinical-escalation-and-adaptation-integrity-v0.1

Clinical Escalation and Adaptation Integrity

Purpose

Test whether a clinical system escalates and adapts when reality diverges.

This benchmarks:

• —missed escalation
• —partial adaptation
• —unsafe downplay
• —normalization of deviance
• —delayed response

What it checks

• —recognition of deterioration signals
• —action selection under pressure
• —completeness of adaptation
• —speed relative to risk

Outputs

Models should predict:

• —escalationintegrityflag (yes/no)
• —adaptationfailuremode
• —adaptationqualityscore (0 to 1)

Optional

• —short notes

CSV schema

train columns

• —id
• —setting
• —change_signal
• —expectedescalationor_adaptation
• —observed_response
• —adaptationfailuremode
• —escalationintegrityflag
• —adaptationqualityscore
• —notes
• —constraints

test columns

• —id
• —setting
• —change_signal
• —expectedescalationor_adaptation
• —observed_response
• —notes
• —constraints

Evaluation

• —accuracy on escalationintegrityflag
• —accuracy on adaptationfailuremode
• —RMSE on adaptationqualityscore

Use cases

Rapid response training Hospital safety monitoring Clinical LLM evaluation Escalation pathway audits

Files

• —data/train/clinical-escalation-and-adaptation-integrity-train.csv
• —data/test/clinical-escalation-and-adaptation-integrity-test.csv
• —tester.csv
• —scorer.py

Path

ClarusC64/clinical-escalation-and-adaptation-integrity-v0.1