{"id":"W2568391934","doi":"10.1111/ajt.14133","title":"Variation in Access to Kidney Transplantation Across Renal Programs in Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Ontario Stroke Network; Humber River Regional Hospital; University of Toronto; University Health Network; Western University; Institute for Clinical Evaluative Sciences","funders":"Institute for Clinical Evaluative Sciences; Western University; Ontario Ministry of Health and Long-Term Care; Schulich School of Medicine and Dentistry; University of Ottawa; Academic Medical Organization of Southwestern Ontario; Canadian Institutes of Health Research; Lawson Health Research Institute","keywords":"Medicine; Cumulative incidence; Kidney transplantation; Transplantation; Dialysis; Kidney disease; Cohort; Population; Incidence (geometry); Internal medicine; Cohort study; End stage renal disease; Hazard ratio; Confidence interval; Hemodialysis; Environmental health","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":[0.001420053,0.0002311707,0.0004455685,0.001609263,0.003051675,0.001587797,0.00156524,0.0003180845,0.001557611],"category_scores_gemma":[0.004858266,0.0002949906,0.0007494925,0.005240564,0.001080086,0.0004346026,0.001156718,0.0005295845,0.0001012584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05482465,"about_ca_system_score_gemma":0.06097057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964539,"about_ca_topic_score_gemma":0.9984855,"domain_scores_codex":[0.997014,0.0002773789,0.0002412457,0.000563047,0.001057375,0.0008469915],"domain_scores_gemma":[0.9928219,0.0006320446,0.001925343,0.000256196,0.002503953,0.001860523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005112408,0.0000158866,0.9903389,0.00005999854,0.0001105267,0.00009771426,0.001561994,0.000265507,0.0002171144,0.0003721181,0.001837768,0.005071407],"study_design_scores_gemma":[0.000006658833,0.000008920963,0.9969444,0.0000424152,0.00003286771,0.00005355687,0.0007240266,0.0002841731,0.00005930393,0.00004143973,0.001788972,0.00001327801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982399,0.00216716,0.0006682211,0.001637589,0.00003713364,0.00009029213,0.007296434,0.00004689166,0.005657277],"genre_scores_gemma":[0.9967139,0.00069309,0.0003020114,0.0002742737,0.00001135379,0.00002045152,0.001169521,0.00001178944,0.0008035807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05482465,"threshold_uncertainty_score":0.3977826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328109333262704,"score_gpt":0.3249675070323506,"score_spread":0.2916864136997236,"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."}}