{"id":"W3159414723","doi":"10.1053/j.jrn.2021.03.005","title":"Conservative Management of Obesity in Kidney Transplant Candidates","year":2021,"lang":"en","type":"article","venue":"Journal of Renal Nutrition","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Weight loss; Body mass index; Obesity; Kidney disease; Retrospective cohort study; Anthropometry; Kidney transplantation; Internal medicine; Physical therapy; Transplantation; Pediatrics","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":[0.0001849053,0.0001584873,0.0003342843,0.0005884259,0.0006342587,0.0004940964,0.0001834622,0.0004060154,0.001569569],"category_scores_gemma":[0.001004108,0.00008360527,0.0002819319,0.0003460449,0.0001865184,0.0002688314,0.0003492764,0.0008248487,0.0001102667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816606,"about_ca_system_score_gemma":0.0004890989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006347307,"about_ca_topic_score_gemma":0.001920284,"domain_scores_codex":[0.9998769,0.00003097198,0.00001252094,0.00001061536,0.00003335458,0.00003568228],"domain_scores_gemma":[0.9997442,0.00005692253,0.00006499239,0.000004517117,0.00001088094,0.000118484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002568059,0.001716344,0.8062573,0.000287432,0.000222568,0.01537314,0.0002737541,0.0006510488,0.003410608,0.0008166695,0.005937424,0.1624857],"study_design_scores_gemma":[0.0001548557,0.001819015,0.9638473,0.000501601,0.000133347,0.02443759,0.001210956,0.001509997,0.0008537283,0.001617322,0.003880912,0.00003332768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976403,0.01061637,0.0005631212,0.004421602,0.0002553818,0.00002601915,0.00008409383,0.00001641633,0.007614062],"genre_scores_gemma":[0.9959436,0.002261815,0.0004332977,0.0005590284,0.0002810435,0.00001372276,0.00009428251,0.000003245185,0.0004099396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001569569,"threshold_uncertainty_score":0.005250752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724247927060739,"score_gpt":0.284088055497994,"score_spread":0.2668455762273866,"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."}}