{"id":"W4387157088","doi":"10.1097/lvt.0000000000000274","title":"Outcomes of re-referrals of patients with alcohol-associated liver disease, who were previously declined for liver transplantation","year":2023,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Liver transplantation; Abstinence; Liver disease; Psychosocial; Alcoholic liver disease; Transplantation; Internal medicine; Cohort; Referral; Retrospective cohort study; Cirrhosis; Family medicine; Psychiatry","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":[0.000262872,0.0002274292,0.0005350744,0.0002692166,0.00009329625,0.000007542635,0.00008258284,0.0001448862,0.00009957757],"category_scores_gemma":[0.0000568068,0.0001882299,0.0001721918,0.0003017977,0.00007553187,0.00021375,0.000004071471,0.0001152718,0.00002343658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005315343,"about_ca_system_score_gemma":0.0001063136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476671,"about_ca_topic_score_gemma":0.0003302218,"domain_scores_codex":[0.9981831,0.0001177916,0.000573565,0.000314527,0.0005008279,0.0003101573],"domain_scores_gemma":[0.9984294,0.0004697682,0.0003363618,0.0001927186,0.0003872673,0.0001845037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01066187,0.0005893953,0.9649414,0.01440532,0.0004036236,0.0001169498,0.005984037,0.00009617589,0.0003480366,0.0002951641,0.0003815452,0.001776433],"study_design_scores_gemma":[0.009566279,0.0006734563,0.9847309,0.001027663,0.001636502,0.000002475831,0.00003494084,0.00112806,0.0009461435,0.00001855388,0.00005073146,0.000184272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994197,0.0001713292,0.001604049,0.0001649886,0.0001003289,0.002457815,0.001078597,0.0001226212,0.0001032889],"genre_scores_gemma":[0.9891016,0.005141762,0.0004153898,0.0002755481,0.00002264091,0.0001293089,0.004522932,0.00004054155,0.0003502025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01978947,"threshold_uncertainty_score":0.767579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07683506544277788,"score_gpt":0.3471076088379763,"score_spread":0.2702725433951985,"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."}}