{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009073109,0.00009710492,0.0003945449,0.0001952214,0.00002260341,0.00001935255,0.00004928211,0.00002772241,0.00002480194],"category_scores_gemma":[0.0005829966,0.00008774472,0.00009741376,0.0003325246,0.00007231339,0.0005921536,0.000001339558,0.0001537216,0.000001094068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002698844,"about_ca_system_score_gemma":0.0002133581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004071906,"about_ca_topic_score_gemma":0.0001615511,"domain_scores_codex":[0.9984298,0.0002698954,0.0004576043,0.000133887,0.0006149169,0.00009395032],"domain_scores_gemma":[0.9983866,0.0002530265,0.0007633557,0.00007673007,0.0003683645,0.0001518934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002278975,0.0001471775,0.9232634,0.0005068326,0.0008532853,0.0001224057,0.02106448,0.001612627,0.02292326,0.00004943352,0.00003491294,0.02714316],"study_design_scores_gemma":[0.002458174,0.0003893922,0.9842151,0.0006863388,0.00255864,0.0004198246,0.0007756352,0.00190631,0.006338684,0.000006337365,0.0001388287,0.0001067548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950753,0.00118131,0.002537487,0.000830416,0.00005541236,0.0002015926,0.00003048361,0.000006081386,0.00008188926],"genre_scores_gemma":[0.9902489,0.007271866,0.002045544,0.0003422341,0.00005571792,0.000002705886,0.00001999731,0.00001094677,0.000002050566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06095163,"threshold_uncertainty_score":0.3578126,"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."}}