{"id":"W2558904706","doi":"10.1177/2054358116675344","title":"Survey of Canadian Kidney Transplant Specialists on the Management of Morbid Obesity and the Transplant Waiting List","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"American Society of Transplant Surgeons; American Society of Transplantation","keywords":"Medicine; Body mass index; Obesity; Age limit; Kidney transplantation; Transplantation; Family medicine; Surgery; Internal medicine; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001762773,0.0001554768,0.0002519928,0.001737876,0.00151966,0.0006301912,0.0007041214,0.0005138397,0.003315724],"category_scores_gemma":[0.007203415,0.0002361326,0.0002984625,0.005504367,0.0005166976,0.0003583294,0.0005918181,0.0005101553,0.0002935096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01171868,"about_ca_system_score_gemma":0.02071589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9356502,"about_ca_topic_score_gemma":0.9517131,"domain_scores_codex":[0.9974071,0.0002727431,0.0001985102,0.0001502538,0.001403754,0.0005675539],"domain_scores_gemma":[0.9897853,0.001126574,0.002825031,0.0001162527,0.003525309,0.002621547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005176514,0.00004564543,0.9711448,0.0002380061,0.00002716875,0.0001700582,0.00262728,0.00008509726,0.0002888178,0.0001162392,0.01323816,0.01196691],"study_design_scores_gemma":[0.000005116399,0.00002270539,0.9938887,0.00004988262,0.000006509516,0.00009845621,0.001733982,0.00010816,0.00003375771,0.000008098104,0.004034621,0.000009940369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97799,0.001119787,0.00020907,0.003897949,0.00003714502,0.000135016,0.007883978,0.00003004074,0.008696971],"genre_scores_gemma":[0.9911727,0.001614603,0.0005286415,0.001968827,0.00003724732,0.00006869136,0.003019579,0.000009531699,0.001580058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9356502,"threshold_uncertainty_score":0.1294575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03551638679856885,"score_gpt":0.2745207117307398,"score_spread":0.2390043249321709,"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."}}