{"id":"W4413054693","doi":"10.34067/kid.0000000624","title":"Should Kidney Transplantation be Offered to Patients with Body Mass Index >40?: PRO","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Morbid obesity; Medicine; Obesity; Kidney transplantation; Transplantation; Body mass index; Gerontology; Intensive care medicine; Internal medicine; Weight loss","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":[0.00168974,0.0002742656,0.0007197737,0.000513071,0.002028915,0.001540502,0.001079994,0.009284697,0.02165764],"category_scores_gemma":[0.009648572,0.0002585694,0.0007332374,0.0004008575,0.001202706,0.001713896,0.001019655,0.003826826,0.00521385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008781391,"about_ca_system_score_gemma":0.003845537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002488384,"about_ca_topic_score_gemma":0.006979569,"domain_scores_codex":[0.999303,0.0001977337,0.00006194258,0.0000669342,0.0001908666,0.0001796009],"domain_scores_gemma":[0.9927638,0.001077723,0.0007436144,0.0002057633,0.0006193493,0.004589831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002359095,0.002281555,0.08896025,0.001092792,0.000180046,0.006411286,0.0004030976,0.0006220778,0.001812309,0.004413771,0.6134001,0.2780637],"study_design_scores_gemma":[0.002060249,0.002229335,0.2626879,0.00544071,0.0003442464,0.01289146,0.002261811,0.001864163,0.00120034,0.03072053,0.6780276,0.0002717438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06470394,0.01607684,0.001745027,0.8197662,0.02970816,0.0003725712,0.0005147934,0.0004279925,0.06668441],"genre_scores_gemma":[0.3384666,0.01874476,0.006601248,0.4999749,0.1092449,0.0006241832,0.0008561159,0.0001495035,0.0253379],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02165764,"threshold_uncertainty_score":0.07245207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749150471383342,"score_gpt":0.2883642312014497,"score_spread":0.2708727264876163,"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."}}