{"id":"W2972002672","doi":"10.1016/j.jhep.2019.07.016","title":"Canadian liver transplant allocation for hepatocellular carcinoma","year":2019,"lang":"en","type":"letter","venue":"Journal of Hepatology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McGill University Health Centre; Centre Hospitalier de l’Université de Montréal; Dalhousie University; Royal Victoria Hospital; Toronto General Hospital; Queen Elizabeth II Health Sciences Centre; Royal Victoria Regional Health Centre; University of Alberta; University of British Columbia; London Health Sciences Centre; Western University","funders":"","keywords":"Hepatocellular carcinoma; Liver transplantation; Medicine; Internal medicine; Oncology; Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019411,0.0003717204,0.0006853741,0.0006832874,0.006776895,0.001877282,0.001040133,0.01423918,0.01092649],"category_scores_gemma":[0.007337896,0.0003321195,0.0009458542,0.0009373071,0.001449015,0.0006333201,0.0008641108,0.01114766,0.001674086],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03179821,"about_ca_system_score_gemma":0.03725065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7050654,"about_ca_topic_score_gemma":0.8814775,"domain_scores_codex":[0.9985706,0.0001944303,0.000107871,0.00008950521,0.0004038456,0.0006337256],"domain_scores_gemma":[0.996828,0.0006390327,0.000143126,0.00005577445,0.0009313871,0.001402681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001058442,0.00002754809,0.00486929,0.00004871663,0.00002711804,0.003314608,0.000135952,0.0003057561,0.000152611,0.003708079,0.9758863,0.01141811],"study_design_scores_gemma":[0.0004597131,0.00005894955,0.02143001,0.0007140587,0.0001166522,0.005463346,0.001279038,0.001905634,0.0004853501,0.008521008,0.9594162,0.0001501036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004042527,0.002114587,0.0001095616,0.9621173,0.01017999,0.00002461818,0.0002960992,0.00002199914,0.02109335],"genre_scores_gemma":[0.07565966,0.003209732,0.0004164526,0.8444959,0.02790255,0.00006215837,0.0003554887,0.00005973422,0.04783833],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9682018,"threshold_uncertainty_score":0.593343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097069026817054,"score_gpt":0.2514173822302991,"score_spread":0.2304466919621286,"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."}}