tcmhwd/bsi-mortality-demo

Remove login requirement for public access

Fix SSR+auth: set GRADIO_SSR_MODE=0 env var, revert to gradio 5.23.3

Downgrade sdk_version to 4.44.1 (fix SSR+auth conflict)

Pin gradio==4.44.1 to fix SSR+auth crash on HF Spaces

Remove ssr=False (not supported in this Gradio version)

Fix HF Spaces auth: add ssr=False to avoid SSR/auth conflict

Fix HF Spaces auth: call launch() at module level with auth param

Add login gate (admin/admin) — set REQUIRE_LOGIN=False to make public

Mode D: add _patch_imputers sklearn fix + 10 representative patient presets

Add Mode D: BCx/AST-only prediction for reference laboratories

Add models/bcx_only/species_list.json for Mode D

Add models/bcx_only/feature_spec.json for Mode D

Add models/bcx_only/recalibrator.joblib for Mode D

Add models/bcx_only/xgboost_bcx_pipeline.joblib for Mode D

Fix remaining Korean text in HEADER_MD table and Hospital 20 → B

UI: translate Korean text to English, add CCI auto-calc, SHAP/label fixes

Fix: TabM cached for rep patients; UI uses AST spec (adds microbiology features)

Add TabM live inference (tabm_preprocessor + _get_tabm + _tabm_predict)

Add live XGBoost SHAP for manual input (AST arm)

Add SimpleImputer _fill_dtype compat patch + relax sklearn/xgboost version pins

Pin exact sklearn==1.4.2 xgboost==2.0.3 to match training env

Pin scikit-learn>=1.4.0 to match training env (SimpleImputer _fill_dtype compat)

Add model binary: models/early/preprocessor.joblib

Add model binary: models/early/tabm_model.pt

Add model binary: models/ast_informed/xgboost_final_pipeline.joblib

Remove model binaries from .gitignore so HF API upload works

Add model file: models/early/preprocessor.joblib

Add model file: models/early/tabm_model.pt

Add model file: models/ast_informed/xgboost_final_pipeline.joblib

Lazy-load XGBoost model to fix persistent _XGB_AVAILABLE=False

Fix fill_patient: return plain values instead of gr.update() dicts

Fix feature range violations: CRP/WBC/PLT/Creatinine/Bilirubin/SBP/PR

Upgrade to gradio 5.23.3 for Python 3.13 compatibility

Fix Python 3.13 audioop compatibility (add pyaudioop)

Graceful fallback when model files not yet uploaded

Initial BSI mortality demo (code + data, binaries via API)