{"id":"W2999018199","doi":"10.34067/kid.0000462019","title":"Global Dialysis Perspective: Canada","year":2020,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Health care; Business; Government (linguistics); Population; Payment; Revenue; Public health; Medicine; Family medicine; Public administration; Economic growth; Finance; Nursing; Political science; Environmental health; Economics","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":[0.001708748,0.0007583351,0.0008151066,0.001773284,0.007302764,0.008947742,0.001981079,0.007679144,0.05934062],"category_scores_gemma":[0.003977037,0.0003331066,0.0007110498,0.00462978,0.003471997,0.003285306,0.003907076,0.008613992,0.005245948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06511001,"about_ca_system_score_gemma":0.210898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9334661,"about_ca_topic_score_gemma":0.9434766,"domain_scores_codex":[0.9978299,0.0001922538,0.00008067134,0.0002104021,0.0007698223,0.0009169974],"domain_scores_gemma":[0.9954853,0.0002110672,0.0001054106,0.00008800445,0.001550674,0.002559582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002500351,0.00001658196,0.0006457097,0.0002502982,0.00001164062,0.0001662594,0.0002251868,0.00006654098,0.00003711268,0.02851394,0.9447881,0.02525366],"study_design_scores_gemma":[0.00001757994,0.000004953605,0.001885727,0.0004265987,0.000005970808,0.0001080148,0.00029341,0.0000287224,0.00001071594,0.002357358,0.9948474,0.00001354072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001257393,0.1053876,0.0001676329,0.6643159,0.01563181,0.00006005165,0.005250199,0.0001200874,0.2078092],"genre_scores_gemma":[0.0585521,0.2344172,0.001160022,0.4524227,0.01637494,0.000175866,0.005505502,0.0002292835,0.2311623],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06653392,"threshold_uncertainty_score":0.4724084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047288307527188,"score_gpt":0.2493761012074987,"score_spread":0.2389032181322268,"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."}}