{"id":"W4396561968","doi":"10.1007/s40472-024-00434-8","title":"Optimal Management of Obesity in Transplant Candidates and Recipients","year":2024,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Orlistat; Intensive care medicine; Liraglutide; Liver transplantation; Obesity; Psychological intervention; Weight loss; Phentermine; Bupropion; Liver disease; Steatohepatitis; Disease; Semaglutide; Transplantation; Diabetes mellitus; Fatty liver; Internal medicine; Type 2 diabetes; Smoking cessation; Psychiatry; 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":[0.001259879,0.0002429438,0.0004944736,0.0007675798,0.0007021269,0.001362919,0.0003417296,0.0006930755,0.001576179],"category_scores_gemma":[0.004240041,0.0001401371,0.0003009215,0.0003393324,0.000348525,0.0007345063,0.0007958293,0.00145714,0.0002117327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006783117,"about_ca_system_score_gemma":0.001072692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008367127,"about_ca_topic_score_gemma":0.00159618,"domain_scores_codex":[0.9991819,0.0003640387,0.0001059947,0.00003814978,0.0001758155,0.0001340082],"domain_scores_gemma":[0.9993087,0.0002099561,0.0001517724,0.00001730525,0.000061982,0.0002503126],"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":[0.003959705,0.002170628,0.3201047,0.0005090412,0.0001735522,0.003315593,0.0009018691,0.0009799729,0.002194592,0.005060629,0.01862929,0.6420005],"study_design_scores_gemma":[0.0007307205,0.004726897,0.8973196,0.0034593,0.0002860323,0.01443074,0.007133887,0.002820454,0.001600479,0.01676176,0.05062563,0.0001045222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6691128,0.1932519,0.004215051,0.0873339,0.00273647,0.0001469356,0.0002364804,0.00008184203,0.04288464],"genre_scores_gemma":[0.9561303,0.03210856,0.00320267,0.004678532,0.002384274,0.00008626258,0.0002096906,0.00001936254,0.001180469],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001576179,"threshold_uncertainty_score":0.006662965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434458163597864,"score_gpt":0.2921403960704358,"score_spread":0.2777958144344572,"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."}}