{"id":"W4220673580","doi":"10.1186/s12882-022-02718-6","title":"Post-transplant outcomes in recipients of living donor kidneys and intended recipients of living donor kidneys","year":2022,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Kidney transplant; Internal medicine; Nephrology; Retrospective cohort study; Kidney transplantation; Population; Cohort; Kidney","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":[0.0009832559,0.0002426017,0.0003008761,0.0009304527,0.0004163117,0.0007463628,0.0003910616,0.0003692311,0.00197032],"category_scores_gemma":[0.002563186,0.0001646963,0.0004680951,0.0007115805,0.0004904196,0.0008173734,0.0007431456,0.0005931641,0.000222515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005018744,"about_ca_system_score_gemma":0.0003526268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675872,"about_ca_topic_score_gemma":0.001729376,"domain_scores_codex":[0.9995127,0.00008994339,0.00006490104,0.0001052596,0.00009077564,0.0001363632],"domain_scores_gemma":[0.9978843,0.0003217304,0.001069695,0.0000806399,0.0001078819,0.0005356799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001516963,0.00002763519,0.999196,0.000006414725,0.00001905023,0.00007561692,0.00005637601,0.00002239292,0.00006180774,0.00001086752,0.00001828688,0.0003539193],"study_design_scores_gemma":[0.00001097811,0.0002592561,0.9986772,0.000006955794,0.00002155091,0.0005219862,0.0002680718,0.00007886184,0.00006002354,0.00003070624,0.00006032033,0.000004000693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996809,0.00009848646,0.00001872953,0.00001234456,0.000002886849,0.000002977479,0.0001020895,5.690042e-7,0.00008104003],"genre_scores_gemma":[0.9997343,0.00003893138,0.00001395375,0.000006237562,0.000005270849,0.000003020347,0.0001566805,4.261856e-7,0.00004113746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00197032,"threshold_uncertainty_score":0.00659138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420784329763489,"score_gpt":0.2580316544931311,"score_spread":0.2438238111954963,"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."}}