{"id":"W2588139309","doi":"10.1097/tp.0000000000001658","title":"Ethnic Background Is a Potential Barrier to Living Donor Kidney Transplantation in Canada","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Astellas Pharma","keywords":"Medicine; Ethnic group; Hazard ratio; Demography; Transplantation; Kidney transplantation; Referral; Proportional hazards model; Gerontology; Internal medicine; Confidence interval; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002046755,0.0002158911,0.0002626018,0.0002282276,0.0002417064,0.00007866268,0.0001644974,0.0001044646,0.0007487639],"category_scores_gemma":[0.00002848112,0.00022822,0.00006869069,0.0001564421,0.0000296391,0.0004411362,0.00000459718,0.0002149409,0.00007571946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308195,"about_ca_system_score_gemma":0.0008617237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3755708,"about_ca_topic_score_gemma":0.7528822,"domain_scores_codex":[0.9983201,0.00005496055,0.0004236089,0.0003883457,0.000483806,0.0003291801],"domain_scores_gemma":[0.9990686,0.00006226434,0.0001175574,0.0003154776,0.00008982222,0.0003462333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008874113,0.0005908759,0.68595,0.006842752,0.0004605369,0.00432802,0.05048436,0.001500298,0.1906889,0.001272632,0.002063189,0.04694426],"study_design_scores_gemma":[0.003214345,0.00007812716,0.980903,0.0005872978,0.0002531106,0.0002144683,0.000295565,0.0009857455,0.01300792,0.00003611183,0.0001396622,0.0002846323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856202,0.00002866355,0.006931501,0.003200511,0.000452696,0.0006156993,0.0003274861,0.00004411333,0.002779135],"genre_scores_gemma":[0.9949126,0.0005797433,0.0006335197,0.002957057,0.0001059084,0.00003759337,0.0003492192,0.00003403774,0.0003903463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3773113,"threshold_uncertainty_score":0.9306542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406490846774587,"score_gpt":0.2884937528648705,"score_spread":0.2644288443971246,"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."}}