{"id":"W2908318651","doi":"10.1002/lt.25338","title":"Predictors of De Novo Nonalcoholic Fatty Liver Disease After Liver Transplantation and Associated Fibrosis","year":2019,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Nonalcoholic fatty liver disease; Internal medicine; Liver transplantation; Gastroenterology; Fibrosis; Fatty liver; Body mass index; Steatosis; Univariate analysis; Transplantation; Odds ratio; Cohort; Multivariate analysis; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007626006,0.0002237039,0.0002660684,0.0003751618,0.0002118629,0.0005128092,0.0002258793,0.0003742984,0.001254692],"category_scores_gemma":[0.002945254,0.0001511687,0.0003097299,0.0004374211,0.0002423141,0.0004422832,0.0003754928,0.0006025637,0.0001546754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430768,"about_ca_system_score_gemma":0.0002503302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007701567,"about_ca_topic_score_gemma":0.001352561,"domain_scores_codex":[0.9997007,0.00008183943,0.00004220719,0.00005239327,0.00006111665,0.00006183234],"domain_scores_gemma":[0.9964709,0.0009784558,0.001524827,0.0001616932,0.0002065324,0.0006575428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006713996,0.00001204424,0.9991261,0.000002013956,0.000008690641,0.00004701271,0.000006240125,0.00003835471,0.0001115415,0.000005878487,0.00001221812,0.0005627898],"study_design_scores_gemma":[0.000003763253,0.00007907347,0.9989497,0.000002423484,0.00001519423,0.0004511075,0.00003761992,0.0003368066,0.00006428536,0.00001859982,0.0000394889,0.000001885574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994227,0.0002383049,0.00009252301,0.00002309009,0.000003180489,0.000002181185,0.00004107466,0.000002630811,0.0001744708],"genre_scores_gemma":[0.9997277,0.00005965115,0.00005056684,0.00000624757,0.00001070325,0.000001334107,0.00008556505,9.873238e-7,0.00005727871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001254692,"threshold_uncertainty_score":0.004197299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00812545894723492,"score_gpt":0.2233723061624024,"score_spread":0.2152468472151674,"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."}}