{"id":"W2971269405","doi":"10.1177/2054358119870540","title":"Capacity of Kidney Care in Canada: Identifying Barriers and Opportunities","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta; University of Calgary","funders":"International Society of Nephrology","keywords":"Medicine; Kidney disease; Nephrology; Dialysis; Government (linguistics); Kidney transplantation; Health care; Family medicine; Transplantation; Public health; Environmental health; Internal medicine; Nursing; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002337769,0.0002669921,0.0004742915,0.002877268,0.005046599,0.002958188,0.001845796,0.0006953152,0.002425608],"category_scores_gemma":[0.008991741,0.0002840084,0.0007426338,0.008035247,0.001322821,0.001222189,0.002867899,0.001249636,0.0001324321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07218578,"about_ca_system_score_gemma":0.1591864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951916,"about_ca_topic_score_gemma":0.9963653,"domain_scores_codex":[0.9970047,0.0002337895,0.0001625376,0.0002007643,0.001091468,0.001306764],"domain_scores_gemma":[0.9917278,0.0009352583,0.001276161,0.0001170126,0.003401121,0.002542597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004583837,0.00005524614,0.9725007,0.0002390699,0.00005762193,0.0001494487,0.005651532,0.0002418024,0.00005179116,0.00144763,0.004551672,0.01500765],"study_design_scores_gemma":[0.000008285975,0.00003090185,0.9717263,0.0003603366,0.00005117551,0.0000786936,0.02182513,0.001059389,0.00008213644,0.0002837092,0.004465251,0.00002880037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742188,0.002909093,0.0002430107,0.006394397,0.00003942383,0.0001496025,0.005015625,0.00002051503,0.01100953],"genre_scores_gemma":[0.9968454,0.001105911,0.0003671979,0.0002762281,0.000006421571,0.0000355951,0.0008599545,0.000005098245,0.0004980983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07218578,"threshold_uncertainty_score":0.523747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513542422803175,"score_gpt":0.2511092891675875,"score_spread":0.2259738649395558,"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."}}