{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008654616,0.0002252549,0.0002834843,0.0001337366,0.000047034,0.00001978224,0.00005060631,0.000116292,0.0003959405],"category_scores_gemma":[0.000006842652,0.0002042335,0.0001598019,0.0001371916,0.00006499474,0.0002672634,0.00000613262,0.00009724753,0.00005445664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009220753,"about_ca_system_score_gemma":0.00009446128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003558177,"about_ca_topic_score_gemma":0.00009893556,"domain_scores_codex":[0.9986774,0.00008759934,0.0002744267,0.00034875,0.0003620428,0.0002497779],"domain_scores_gemma":[0.9992273,0.0001428964,0.00009932408,0.0001647162,0.00009695856,0.0002687325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002776609,0.0007019145,0.9863114,0.002579573,0.0003777364,0.001155562,0.00413332,0.00003016682,0.001213914,0.00009029025,0.00002140615,0.0006081479],"study_design_scores_gemma":[0.003976737,0.0003041515,0.9860955,0.0006973312,0.003245631,0.00006307204,0.00003188126,0.0007203119,0.004641023,0.0000179237,0.00001672495,0.0001896559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959427,0.001403704,0.0002152021,0.00006961369,0.00008005984,0.0008053046,0.001161664,0.00005428829,0.0002674921],"genre_scores_gemma":[0.9834504,0.01463937,0.0002783064,0.0002154287,0.00004647231,0.00009573844,0.001142029,0.00002788274,0.0001044384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323567,"threshold_uncertainty_score":0.8328399,"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."}}