{"id":"W3159138365","doi":"10.1002/cld.1052","title":"Bariatric Surgery in the Peritransplant Period","year":2021,"lang":"en","type":"review","venue":"Clinical Liver Disease","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Nonalcoholic fatty liver disease; Weight loss; Liver transplantation; Cirrhosis; Body mass index; Internal medicine; Insulin resistance; Liver disease; Type 2 diabetes; Obesity; Fatty liver; Diabetes mellitus; Surgery; Disease; Transplantation; Endocrinology","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":[0.0003271842,0.0002340936,0.0004730967,0.001182622,0.0001754183,0.0006908703,0.0002435445,0.0008735154,0.01155738],"category_scores_gemma":[0.001659873,0.00007878031,0.0002905578,0.0009594539,0.0001568828,0.0009673177,0.0003951337,0.001415655,0.002530881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041212,"about_ca_system_score_gemma":0.0004985174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398737,"about_ca_topic_score_gemma":0.004920677,"domain_scores_codex":[0.9999144,0.00002580975,0.00001477537,0.000009545393,0.00002456657,0.00001083969],"domain_scores_gemma":[0.9993927,0.0003233141,0.0001100442,0.000007721282,0.0001067427,0.00005937009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001479856,0.0000333557,0.0009875681,0.0117412,0.00006501361,0.0007256287,0.0000886343,0.00005137578,0.0005266472,0.001021588,0.3581205,0.6264905],"study_design_scores_gemma":[0.00004101609,0.00005369687,0.005779314,0.01467568,0.00009400369,0.003028228,0.0002278347,0.00002275951,0.000133218,0.0005794339,0.9753441,0.00002068062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003096599,0.9832346,0.00006881229,0.006437859,0.005380551,0.000009298211,0.00007038516,0.00001213386,0.004476751],"genre_scores_gemma":[0.002540059,0.9787866,0.0001793382,0.00664049,0.007179979,0.00001377296,0.000131411,0.000007275481,0.004521093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01155738,"threshold_uncertainty_score":0.03866327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687868912470891,"score_gpt":0.4177452980958694,"score_spread":0.2489584068487802,"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."}}