{"id":"W4200252274","doi":"10.14309/ajg.0000000000001596","title":"The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institute of Diabetes and Digestive and Kidney Diseases; Medical Research Council","keywords":"Medicine; Interquartile range; Alcoholic hepatitis; Receiver operating characteristic; Internal medicine; Creatinine; Mortality rate; Liver disease; Area under the curve; Surgery; Gastroenterology; Alcoholic liver disease; Cirrhosis","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":[0.003926324,0.0006409526,0.0005206974,0.001023354,0.0001915752,0.0006306022,0.0003068753,0.0003640089,0.0008745135],"category_scores_gemma":[0.004062979,0.0001833806,0.0006585123,0.0007710022,0.0005550417,0.0008909294,0.0005734193,0.0004642535,0.000251835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153979,"about_ca_system_score_gemma":0.0002218194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005841202,"about_ca_topic_score_gemma":0.0007849528,"domain_scores_codex":[0.9991371,0.000454985,0.00009308816,0.0001169567,0.0001344251,0.00006331632],"domain_scores_gemma":[0.9965313,0.001295431,0.0009511256,0.0002077924,0.0005190365,0.0004954297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008250171,0.00004824054,0.9896488,0.00004310227,0.000368594,0.00003865384,0.00007537298,0.0001399029,0.000170296,0.00002429665,0.0001416863,0.008476021],"study_design_scores_gemma":[0.0001065102,0.0008409261,0.9964509,0.00006929201,0.0002968062,0.0002768087,0.0001892562,0.0009776031,0.0001397676,0.00007430559,0.0005652458,0.00001258356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942212,0.003902671,0.000391053,0.0002443907,0.00002732343,0.00002022492,0.0002022046,0.000007427247,0.0009833411],"genre_scores_gemma":[0.9988877,0.0005657804,0.0001627269,0.00006294872,0.00004461013,0.000005844643,0.0001853148,0.000003026453,0.00008187566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003926324,"threshold_uncertainty_score":0.02076465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07154715242502638,"score_gpt":0.3722570080377925,"score_spread":0.3007098556127662,"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."}}