{"id":"W2949144003","doi":"10.1002/hep4.1390","title":"Patients' Perspectives on Early Liver Transplantation in Alcohol‐Related Liver Disease","year":2019,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Vancouver Island University; University of Northern British Columbia; University of British Columbia","funders":"","keywords":"Abstinence; Liver transplantation; Medicine; Transplantation; Liver disease; Disease; Alcoholic liver disease; Internal medicine; Pediatrics; Psychiatry; Cirrhosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000128433,0.0001189125,0.0002169593,0.0002472019,0.0001097267,0.00000650885,0.0001861918,0.0001242247,0.0005218469],"category_scores_gemma":[0.00007114802,0.0001174986,0.00006788086,0.0002025498,0.000149141,0.00008944234,0.00003102914,0.0004346987,0.001559389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096861,"about_ca_system_score_gemma":0.0001148519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003007837,"about_ca_topic_score_gemma":0.0003113252,"domain_scores_codex":[0.9988689,0.0003213205,0.0002574879,0.0002327704,0.0001228242,0.0001967433],"domain_scores_gemma":[0.9983828,0.000339307,0.00008030082,0.0009370637,0.0001156892,0.0001448495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000330416,0.0005741151,0.9823915,0.00009880083,0.00002380724,0.00003097216,0.003509267,0.00000273646,0.000009400589,0.01158199,0.00006256973,0.001384417],"study_design_scores_gemma":[0.002488742,0.0001891233,0.9931506,0.0001160212,0.00006774038,0.00001251698,0.0001055814,0.002918642,0.000004337408,0.00007154459,0.0007704782,0.0001046723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885205,0.001615783,0.00001237911,0.002533471,0.00007255936,0.0009525504,0.00001751119,0.00007303475,0.006202208],"genre_scores_gemma":[0.9917045,0.006481353,0.0002716489,0.001011176,0.000006053536,0.0000555329,0.0002371031,0.0000139514,0.0002186716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01151044,"threshold_uncertainty_score":0.999218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06147058329361323,"score_gpt":0.3511373512525034,"score_spread":0.2896667679588902,"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."}}