{"id":"W4413055397","doi":"10.34067/kid.0000000954","title":"Should Kidney Transplantation be Offered to Patients with Body Mass Index >40?: Commentary","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney transplantation; Transplantation; Medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008598575,0.0001932251,0.000232422,0.0003063312,0.000100567,0.00002864181,0.00009170807,0.0001049828,0.0003621027],"category_scores_gemma":[0.00003931889,0.0001659174,0.00005021945,0.0004342557,0.00003345305,0.0001337797,0.000007503915,0.000181279,0.00003479437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038916,"about_ca_system_score_gemma":0.0001600886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008307506,"about_ca_topic_score_gemma":0.00004139771,"domain_scores_codex":[0.9987362,0.00004259802,0.0002722382,0.0002960159,0.0004283612,0.0002245892],"domain_scores_gemma":[0.9991609,0.00004200273,0.00004807129,0.00022382,0.0001474361,0.000377779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003718955,0.0005357699,0.9079757,0.0005845962,0.0002704756,0.00004041141,0.0008357047,0.00001187495,0.005893314,0.0005581934,0.07783651,0.001738511],"study_design_scores_gemma":[0.009644627,0.0003004728,0.9441368,0.0004112163,0.0003778494,0.000004544499,0.00005489297,0.0001348665,0.01109891,0.00007359328,0.03354343,0.0002187819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8619568,0.00001525829,0.01787349,0.1023326,0.0006228687,0.001955331,0.0008277218,0.0002870905,0.01412877],"genre_scores_gemma":[0.9230562,0.00002948025,0.0009109064,0.07198501,0.00004808109,0.00004028446,0.002856193,0.00002583048,0.001048025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06109936,"threshold_uncertainty_score":0.6765917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027282665410807,"score_gpt":0.2603064341854394,"score_spread":0.2500336075313313,"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."}}