{"id":"W3212274766","doi":"10.1136/bmjopen-2020-046068","title":"Enhancing primary care capacity in chronic kidney disease management: a quality improvement educational initiative","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Referral; Accreditation; Intervention (counseling); Kidney disease; Family medicine; Quality management; Disease management; Nursing; Guideline; Health care; Medical education; Disease; Management system; 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":[0.01395777,0.0004499858,0.0003323488,0.0006544509,0.002343831,0.002260488,0.002009679,0.001173852,0.002756678],"category_scores_gemma":[0.01535527,0.0003089189,0.0005437217,0.000809268,0.00174736,0.001243902,0.005357228,0.002401229,0.0002572886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00794726,"about_ca_system_score_gemma":0.0564583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05754195,"about_ca_topic_score_gemma":0.1278805,"domain_scores_codex":[0.9942545,0.0024048,0.0001789264,0.0003274374,0.001704959,0.00112924],"domain_scores_gemma":[0.9817513,0.003783364,0.002018806,0.0007034902,0.001983667,0.009759303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004579934,0.01316392,0.1532649,0.004031148,0.0001828895,0.0004623133,0.01760777,0.001941407,0.004097215,0.002428812,0.03865751,0.7637041],"study_design_scores_gemma":[0.001319211,0.005811273,0.8989846,0.002648924,0.0003930349,0.0005249907,0.01250426,0.002936429,0.002939915,0.002204997,0.06962147,0.0001108591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8517886,0.005091609,0.0150064,0.08612016,0.0007499389,0.005850684,0.0006361068,0.001388065,0.03336841],"genre_scores_gemma":[0.937095,0.002212726,0.04919415,0.006053909,0.0002342508,0.001925185,0.0003840828,0.00003415597,0.002866636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05754195,"threshold_uncertainty_score":0.114414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06901255754078811,"score_gpt":0.3831695943374162,"score_spread":0.3141570367966281,"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."}}