{"id":"W2581597236","doi":"10.9778/cmajo.20160113","title":"Quality indicators for the detection and management of chronic kidney disease in primary care in Canada derived from a modified Delphi panel approach","year":2017,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Humber River Regional Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Kidney disease; Referral; Context (archaeology); Delphi method; Disease management; Family medicine; Medical record; Pharmacist; Disease; Emergency medicine; Intensive care medicine; Internal medicine; Pharmacy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.08128837,0.001040035,0.0009478823,0.007010222,0.003674967,0.002894132,0.001898218,0.0009218907,0.001328735],"category_scores_gemma":[0.09369079,0.0006239723,0.002607946,0.007487219,0.003072868,0.001381139,0.005157169,0.00135347,0.0001571072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04297793,"about_ca_system_score_gemma":0.07912156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4188772,"about_ca_topic_score_gemma":0.4145379,"domain_scores_codex":[0.9411844,0.03363125,0.006565696,0.002195923,0.01111788,0.005304785],"domain_scores_gemma":[0.9238641,0.02588152,0.006963702,0.002303549,0.03803822,0.002948817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001382785,0.0007755411,0.561887,0.006884428,0.0008756964,0.000730953,0.1722056,0.01803967,0.003649125,0.009548306,0.01349049,0.2105304],"study_design_scores_gemma":[0.0003734891,0.001483195,0.811882,0.00321527,0.0004135063,0.0003329761,0.1060469,0.04013826,0.003138216,0.008343933,0.0241924,0.0004398344],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8801523,0.0006885349,0.04549146,0.003271381,0.00008651474,0.04773695,0.003956636,0.0001045382,0.01851166],"genre_scores_gemma":[0.8842689,0.0003568682,0.09240601,0.0003966594,0.00001539768,0.01996217,0.002012137,0.00001494208,0.0005669086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5811229,"threshold_uncertainty_score":0.8328781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280475552839308,"score_gpt":0.2970421046194017,"score_spread":0.2542373490910086,"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."}}