{"id":"W4324366844","doi":"10.1016/j.jhepr.2023.100727","title":"MELD 3.0 adequately predicts mortality and renal replacement therapy requirements in patients with alcohol-associated hepatitis","year":2023,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Alberta; Western University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism; National Institute of Diabetes and Digestive and Kidney Diseases; Agencia Nacional de Investigación y Desarrollo","keywords":"Renal replacement therapy; Medicine; Intensive care medicine; Alcohol; Internal medicine; Biology","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":[0.001669985,0.0004216396,0.0005022551,0.0005631297,0.0003101169,0.001081686,0.0002792754,0.0004169986,0.001115761],"category_scores_gemma":[0.00441443,0.000240244,0.0008682419,0.0006119722,0.0003181578,0.0008601749,0.000894631,0.0005945768,0.0002883944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003090456,"about_ca_system_score_gemma":0.0004133492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618079,"about_ca_topic_score_gemma":0.002777625,"domain_scores_codex":[0.9993744,0.0002340537,0.00008808266,0.0001085224,0.00007947709,0.0001154992],"domain_scores_gemma":[0.997627,0.0007122096,0.000913647,0.0001699061,0.0001678045,0.0004095886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002227281,0.000017116,0.9982024,0.000005858619,0.0000259195,0.00003804672,0.00002184977,0.000124019,0.0001152873,0.000008057669,0.00005580354,0.001162907],"study_design_scores_gemma":[0.00001824513,0.0002942315,0.9968646,0.00001359741,0.0000472239,0.0003224974,0.0001254548,0.00197628,0.000106588,0.00005920494,0.0001644632,0.000007482996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989823,0.0001939422,0.0001976156,0.00005043386,0.0000102612,0.000006820855,0.0001941768,0.000007847298,0.0003566613],"genre_scores_gemma":[0.9995798,0.0000333587,0.00008286649,0.0000150059,0.000006207973,0.0000024645,0.0002232463,0.000001904117,0.00005505724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669985,"threshold_uncertainty_score":0.008831859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1274459039631097,"score_gpt":0.3778664451752489,"score_spread":0.2504205412121392,"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."}}