{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006067329,0.0002510591,0.0003343407,0.0002523797,0.00009420673,0.00003391425,0.0000954424,0.0001132134,0.0001632172],"category_scores_gemma":[0.00004576956,0.0001809458,0.00008626901,0.0004232193,0.00002973132,0.0001108956,0.000007248946,0.0001503348,0.00004771285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009493803,"about_ca_system_score_gemma":0.0002543143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000773443,"about_ca_topic_score_gemma":0.00001796503,"domain_scores_codex":[0.9985363,0.0000333577,0.0003006023,0.0003705908,0.0004631162,0.0002959551],"domain_scores_gemma":[0.9989849,0.00004154999,0.00005677827,0.0002786168,0.0001546348,0.0004834603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003392188,0.0004541997,0.9890351,0.0007700752,0.0004423717,0.00009496963,0.000327401,0.00001433191,0.001273555,0.00040832,0.002712833,0.001074672],"study_design_scores_gemma":[0.01129302,0.0004812392,0.9725838,0.001058191,0.0005519721,0.00000787624,0.00002042686,0.0000639487,0.005190038,0.00007891478,0.008454922,0.0002157054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307959,0.00003142215,0.01560506,0.01509713,0.0006136193,0.003650381,0.0009635467,0.0002959897,0.03294696],"genre_scores_gemma":[0.9816245,0.00004331754,0.001781382,0.009643125,0.0000322593,0.0001205415,0.001358985,0.00003091994,0.005364901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05082867,"threshold_uncertainty_score":0.7378758,"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."}}