{"id":"W3019187029","doi":"10.1111/ajt.15964","title":"Metabolic, cardiovascular, and substance use evaluation of living kidney donor candidates: US practices in 2017","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Body mass index; Kidney transplant; Metabolic syndrome; Internal medicine; Kidney transplantation; Kidney; Intensive care medicine; Obesity","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":[0.0006640941,0.0001142833,0.0002280274,0.0007286536,0.0006067783,0.0007959168,0.0002609743,0.0003725828,0.000936269],"category_scores_gemma":[0.002152311,0.0001364715,0.0002532773,0.001622976,0.0002819749,0.0005764018,0.0008183916,0.0006501377,0.0002195565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009739465,"about_ca_system_score_gemma":0.00293062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03020557,"about_ca_topic_score_gemma":0.06812742,"domain_scores_codex":[0.9994063,0.0001037675,0.0001374514,0.00007214617,0.0001742989,0.0001059555],"domain_scores_gemma":[0.9980253,0.0002634177,0.0006884508,0.0000519751,0.0004929219,0.0004778999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003518061,0.00006605688,0.9816744,0.00003406899,0.00001946131,0.0001763263,0.0003660429,0.00005828381,0.0003413168,0.0001314944,0.002191697,0.01490561],"study_design_scores_gemma":[0.000008785281,0.00006488263,0.9829658,0.0003128425,0.00003484728,0.001253733,0.005449641,0.0003739635,0.0006667927,0.0002410675,0.008611872,0.00001580321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789445,0.004695098,0.0005788265,0.004163961,0.0001530225,0.00004184811,0.002084109,0.00002999278,0.009308689],"genre_scores_gemma":[0.9912392,0.003908997,0.000845171,0.001622129,0.00008561802,0.00003125268,0.001069318,0.00001147268,0.001186787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03020557,"threshold_uncertainty_score":0.06005955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05156353413647453,"score_gpt":0.3124641733164091,"score_spread":0.2609006391799346,"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."}}