{"id":"W3004663168","doi":"10.1097/tp.0000000000003160","title":"Proceedings of the 25th Annual Congress of the International Liver Transplantation Society","year":2020,"lang":"en","type":"review","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Liver transplantation; Vanguard; Transplantation; Multidisciplinary approach; Steatosis; Intensive care medicine; General surgery; Family medicine; Internal medicine; Political science","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":[0.001580816,0.0008109137,0.0008946191,0.002195699,0.000574154,0.001884029,0.0006748266,0.001015718,0.02534893],"category_scores_gemma":[0.001798075,0.0002059559,0.0006258797,0.00132137,0.0005037687,0.0010757,0.001609773,0.001720777,0.009577791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330594,"about_ca_system_score_gemma":0.002973809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022598,"about_ca_topic_score_gemma":0.004621718,"domain_scores_codex":[0.999385,0.0001317404,0.00007324664,0.00005339668,0.0002724411,0.00008406767],"domain_scores_gemma":[0.9988585,0.0001384531,0.0001139703,0.00002295309,0.0005537336,0.000312536],"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":[0.0001456176,0.00006639714,0.0005575494,0.003387178,0.00006357018,0.0002321356,0.0001494764,0.00009574601,0.001250181,0.002238667,0.6945838,0.2972297],"study_design_scores_gemma":[0.000007238189,0.00002715632,0.0007706692,0.000752438,0.00001910863,0.0002302211,0.00004579251,0.00001938659,0.0001792188,0.0003549188,0.9975866,0.000007273216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00169276,0.8189975,0.001034438,0.01868275,0.1112683,0.0001870847,0.0005792665,0.000126581,0.0474314],"genre_scores_gemma":[0.01164946,0.7933726,0.001453505,0.007012668,0.05178757,0.0002423297,0.001654361,0.00007895668,0.1327485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02534893,"threshold_uncertainty_score":0.0848006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413196594749027,"score_gpt":0.3025774627703436,"score_spread":0.2784454968228534,"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."}}