{"id":"W2892897237","doi":"10.1159/000493291","title":"Comorbidities as an Indication for Metabolic Surgery","year":2018,"lang":"en","type":"review","venue":"Visceral Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dyslipidemia; Steatohepatitis; Cirrhosis; Type 2 Diabetes Mellitus; Glycemic; Fatty liver; Diabetes mellitus; Intensive care medicine; Surgery; Disease; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002964527,0.0005229197,0.0006765604,0.001793919,0.0002520867,0.0005814226,0.0004836469,0.0006112718,0.00399108],"category_scores_gemma":[0.0009891621,0.0001157042,0.0006137672,0.001536854,0.0002506748,0.0005371386,0.0003857037,0.001080589,0.0006564786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277517,"about_ca_system_score_gemma":0.0009594529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324327,"about_ca_topic_score_gemma":0.002496591,"domain_scores_codex":[0.9998055,0.00003389335,0.00004655587,0.00002874703,0.00006405445,0.00002126738],"domain_scores_gemma":[0.9996768,0.0001342305,0.00008679934,0.000008666398,0.00006388065,0.0000296446],"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":[0.0001355078,0.00007261396,0.003933797,0.01674335,0.0002395682,0.0008116509,0.00006778022,0.0003131183,0.0004690551,0.002682868,0.04623976,0.9282908],"study_design_scores_gemma":[0.00005661621,0.0001208386,0.01631849,0.02226831,0.000754448,0.01395435,0.0001953601,0.0003383141,0.0004129384,0.002766713,0.9427684,0.00004536394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006960607,0.9959268,0.000181468,0.0007134771,0.0004025928,0.00001029576,0.00007346906,0.00001027813,0.001985545],"genre_scores_gemma":[0.005390393,0.9925207,0.0003606591,0.0004702817,0.0003868958,0.00001319272,0.0002163428,0.000002268875,0.0006392461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00399108,"threshold_uncertainty_score":0.01335144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1655147417451593,"score_gpt":0.4403215893129598,"score_spread":0.2748068475678005,"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."}}