{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046906,0.0001138672,0.0003218787,0.0001716013,0.00009517118,0.000004245624,0.0001318218,0.00008168662,0.00001387202],"category_scores_gemma":[0.0002633093,0.00005547636,0.0000328731,0.0003494447,0.0001142432,0.00005102958,0.00004594252,0.0002410083,0.000007873674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001742281,"about_ca_system_score_gemma":0.00005248501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005651263,"about_ca_topic_score_gemma":0.005430152,"domain_scores_codex":[0.9985544,0.0004163983,0.0003457655,0.0001720617,0.0002537839,0.0002575763],"domain_scores_gemma":[0.9988804,0.0004769171,0.0001736233,0.0003106088,0.0001055016,0.00005298134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002593153,0.00006467872,0.9907464,0.00008309942,0.00002715339,0.000003596727,0.001773634,0.00002458023,0.000001353418,0.0001494728,0.0003828034,0.006483916],"study_design_scores_gemma":[0.0008949261,0.0008380492,0.9962996,0.0001403745,0.0000372999,0.00001041159,0.000203715,0.001064834,0.0000462556,0.00008746164,0.0003212507,0.00005588539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921346,0.000174009,0.000003372745,0.006397204,0.00004553035,0.000981275,0.00002323236,0.00001017303,0.0002306007],"genre_scores_gemma":[0.9963493,0.001275741,0.00001016844,0.002207984,0.00001790174,0.00007357082,0.00003381605,0.0000100818,0.00002146206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00642803,"threshold_uncertainty_score":0.8543056,"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."}}