{"id":"W2978792406","doi":"10.1007/s00268-019-05211-8","title":"A New Recalibrated Four‐Category Child–Pugh Score Performs Better than the Original Child–Pugh and MELD Scores in Predicting In‐Hospital Mortality in Decompensated Alcoholic Cirrhotic Patients with Acute Variceal Bleeding: a Real‐World Cohort Analysis","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Cirrhosis; Esophageal varices; Receiver operating characteristic; Model for End-Stage Liver Disease; Alcoholic liver disease; Liver disease; Bleed; Portal hypertension; Surgery; Liver transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002226185,0.0006386494,0.0004413177,0.0007189569,0.0002734092,0.0008681121,0.0004865396,0.0004124663,0.001178731],"category_scores_gemma":[0.006188569,0.0002437285,0.0008102692,0.0005269015,0.0003957313,0.000637693,0.0005203814,0.0007378687,0.0003232195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003838882,"about_ca_system_score_gemma":0.0004629071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574453,"about_ca_topic_score_gemma":0.002637835,"domain_scores_codex":[0.9992686,0.0002868269,0.00006619782,0.0001453421,0.0001288747,0.0001041748],"domain_scores_gemma":[0.9962363,0.001276725,0.001170267,0.000381133,0.0003952463,0.0005404208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007118477,0.00003270726,0.9972209,0.000006047442,0.00008388251,0.00002495295,0.00002336194,0.0001528453,0.0001023582,0.000005964005,0.00006823204,0.001566814],"study_design_scores_gemma":[0.00006775543,0.0008465974,0.9951402,0.00001046204,0.0001411304,0.0002609049,0.0001041316,0.003055495,0.0001547913,0.00003315063,0.0001735346,0.0000117533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994875,0.0001268812,0.00009477171,0.00003123859,0.000007428448,0.000006625808,0.0001098406,0.000003423575,0.0001323643],"genre_scores_gemma":[0.999517,0.00004850719,0.0001147335,0.000008516286,0.000009935385,0.000004612357,0.0002445928,0.000002431402,0.00004970052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002574453,"threshold_uncertainty_score":0.01177335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410727026493077,"score_gpt":0.239736471937404,"score_spread":0.2256292016724732,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}