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Treatment Outcome Classification on MIMIC-IV
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98
F1 Score
L2D-Clinical
88.328
90.839
93.35
95.861
Apr 14, 2026
F1 Score
Accuracy
LLM Performance (%)
Updated 3mo ago
Evaluation Results
Method
Method
Links
F1 Score
Accuracy
LLM Performance (%)
L2D-Clinical
Deferral strategy=Lear...
2026.04
98
98.6
16.8
Fixed θ = 0.95
Confidence threshold (...
2026.04
97.1
-
26.2
GPT-5-nano only
Deferral strategy=Alwa...
2026.04
96.7
96.8
100
ClinicalBERT only
Deferral strategy=None...
2026.04
88.7
94.6
0
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