{"id":"W4328054206","doi":"10.1016/j.aohep.2023.101026","title":"O-16 MELD-NA AND MELD3.0 HAVE THE BEST PERFORMANCE TO PREDICT THE 28-DAY RISK OF DEATH IN PATIENTS WITH SEVERE ALCOHOLIC HEPATITIS IN THE MEXICAN POPULATION","year":2023,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Alcoholic hepatitis; Internal medicine; Observational study; Receiver operating characteristic; Cohort; Population; Cohort study; Mortality rate; 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":[0.001465504,0.0003898862,0.0003512328,0.0006368537,0.0002466207,0.0006993062,0.0002383976,0.0003749052,0.0007875639],"category_scores_gemma":[0.003083202,0.0001961699,0.0006714762,0.0004075716,0.0002437366,0.000448867,0.0004479651,0.0004469235,0.0002087658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815088,"about_ca_system_score_gemma":0.0002373586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391734,"about_ca_topic_score_gemma":0.001729865,"domain_scores_codex":[0.9995056,0.000198671,0.00006238184,0.00006627809,0.00008895009,0.00007793716],"domain_scores_gemma":[0.9985626,0.0003733302,0.0005110185,0.0001076668,0.0001519478,0.0002934642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002033708,0.00002061485,0.9983928,0.000002856031,0.00003144039,0.00001832245,0.00001947548,0.0000450919,0.0001045116,0.000005831394,0.00003276825,0.001122918],"study_design_scores_gemma":[0.00001975287,0.0002631637,0.9979714,0.000006891348,0.00004348178,0.0001693163,0.0001282053,0.001129794,0.00008367548,0.00003879758,0.0001407186,0.000004716391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999548,0.0001216947,0.00008002646,0.00003001994,0.000004474457,0.000003224113,0.00006253066,0.00000242881,0.0001474734],"genre_scores_gemma":[0.9996029,0.00005725889,0.00009313732,0.000009808347,0.00001032533,0.000002900028,0.000158491,9.048165e-7,0.00006426128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001465504,"threshold_uncertainty_score":0.007750392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07490259082451899,"score_gpt":0.3557094219044337,"score_spread":0.2808068310799147,"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."}}