{"id":"W3037802978","doi":"10.1177/2054358120924305","title":"Predicting Clinical Outcome in Expanded Criteria Donor Kidney Transplantation: A Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Royal Victoria Hospital; McGill University; Royal Victoria Regional Health Centre; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Proportional hazards model; Retrospective cohort study; Renal function; Dialysis; Kidney transplantation; Transplantation; Internal medicine; Cohort; Surgery; Univariate analysis; Confidence interval; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001656639,0.0004252995,0.0004624749,0.0006555376,0.0007200615,0.0007986671,0.0006621236,0.0004558405,0.001187817],"category_scores_gemma":[0.002522969,0.0003651023,0.0004803998,0.001453342,0.0004357304,0.0005157325,0.0005236504,0.0007169166,0.0001924428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654322,"about_ca_system_score_gemma":0.002485134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09782607,"about_ca_topic_score_gemma":0.1360151,"domain_scores_codex":[0.999178,0.0001382983,0.00007209351,0.0002484586,0.0001946382,0.0001685829],"domain_scores_gemma":[0.9973159,0.0003906321,0.0009546951,0.0003892324,0.0004716914,0.0004778636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005926806,0.00001662699,0.999377,0.00000322121,0.0000243694,0.00007696307,0.00003067476,0.00002072994,0.0000618016,0.000005854168,0.00005646549,0.0002671468],"study_design_scores_gemma":[0.00001827739,0.00009260616,0.998808,0.000008445975,0.00002990677,0.0003284448,0.000162138,0.0002900329,0.00003385014,0.00001492222,0.0002066499,0.000006602494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990368,0.0001104424,0.0001126384,0.00002694549,0.000004543444,0.00002074539,0.0005585514,0.00000225641,0.0001270312],"genre_scores_gemma":[0.9990329,0.00007259305,0.000115433,0.00002687427,0.000004497416,0.00001624808,0.0006499971,0.000001806205,0.0000797091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09782607,"threshold_uncertainty_score":0.1945133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05421053014508395,"score_gpt":0.3787865838171404,"score_spread":0.3245760536720564,"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."}}