{"id":"W2965438961","doi":"10.1681/asn.2019020127","title":"Referral for Kidney Transplantation in Canadian Provinces","year":2019,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta; Ottawa Hospital; University of Ottawa; Centre for Advancing Health Outcomes; Dalhousie University; University Health Network; University of Toronto; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Transplantation; Referral; Kidney transplantation; Medicine; Nephrology; Family medicine; Intensive care medicine; Internal medicine","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":[0.001010696,0.0002661285,0.0004450979,0.002680889,0.003894076,0.001490469,0.001582448,0.0003753556,0.003301485],"category_scores_gemma":[0.004931324,0.0002875797,0.0008190501,0.006028829,0.0006768694,0.0003029188,0.001459306,0.0008402778,0.0001948137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04676764,"about_ca_system_score_gemma":0.07931575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956183,"about_ca_topic_score_gemma":0.9970942,"domain_scores_codex":[0.9974926,0.0001441716,0.0001890635,0.0003212191,0.0007888922,0.001064177],"domain_scores_gemma":[0.9936658,0.000414113,0.001812543,0.0001558721,0.002371001,0.001580663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003556065,0.00001965026,0.9902427,0.00006403567,0.00003066212,0.0001585539,0.0007824858,0.0001475854,0.00011598,0.0002668102,0.003088035,0.005047966],"study_design_scores_gemma":[0.000008819245,0.00000947066,0.9947955,0.0001030155,0.00002684783,0.0002461717,0.001832148,0.0004547758,0.00008860761,0.00005239309,0.002361407,0.00002075847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725638,0.001744432,0.0002710784,0.002049915,0.00006734626,0.00008536689,0.01267411,0.00006193793,0.01048202],"genre_scores_gemma":[0.9955236,0.0009328556,0.0002956817,0.0002660333,0.00001287614,0.00002190051,0.002231098,0.000009113086,0.0007069272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04676764,"threshold_uncertainty_score":0.3393245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804305558768249,"score_gpt":0.3009493019847133,"score_spread":0.2829062463970308,"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."}}