{"id":"W4281902170","doi":"10.1097/tp.0000000000004202","title":"Alcohol-associated Liver Disease Is Now the Most Common Indication for Liver Transplant Waitlisting Among Young American Adults","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Alcoholic liver disease; Liver disease; Cirrhosis; Liver transplantation; Poisson regression; Nonalcoholic fatty liver disease; Internal medicine; Young adult; Population; Etiology; Fatty liver; Gastroenterology; Demography; Transplantation; Disease; Environmental health","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":[0.0004516171,0.0001678071,0.0002292509,0.0001215699,0.0008215047,0.00002194172,0.0001174487,0.00004296501,0.000159129],"category_scores_gemma":[0.00003227659,0.0001444363,0.0001101121,0.0003244895,0.0001176692,0.0001003368,0.00000767913,0.0003033972,0.00001849211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971803,"about_ca_system_score_gemma":0.000133954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358781,"about_ca_topic_score_gemma":0.001219299,"domain_scores_codex":[0.9984246,0.0002100628,0.000330865,0.0003054018,0.0004307213,0.000298379],"domain_scores_gemma":[0.9989244,0.0003329279,0.0002559197,0.0001898179,0.00008099471,0.0002159336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008687913,0.0005325676,0.937719,0.001872108,0.0001937004,0.0002160239,0.03311909,0.0001583025,0.0005747565,0.0003419781,0.002870166,0.01371441],"study_design_scores_gemma":[0.003484213,0.0002994734,0.9639937,0.0001877514,0.0006417738,0.00004333986,0.0003329215,0.03021322,0.0001142973,0.0000147723,0.0004967184,0.0001777922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926794,0.0002348678,0.001486662,0.002340037,0.0001430214,0.002003214,0.0008481996,0.0001387704,0.0001258807],"genre_scores_gemma":[0.9913225,0.0008727931,0.0000747012,0.003869052,0.00006578057,0.0006268293,0.002963938,0.00003368766,0.0001707187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03278617,"threshold_uncertainty_score":0.6318433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04519227361961204,"score_gpt":0.324909876264742,"score_spread":0.27971760264513,"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."}}