{"id":"W2971376012","doi":"10.1001/jamanetworkopen.2019.10704","title":"Quality of Chronic Kidney Disease Management in Canadian Primary Care","year":2019,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University; University of Toronto; University of Manitoba; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Research Manitoba; AstraZeneca; University of Alberta; Eli Lilly and Company; GlaxoSmithKline; Amgen Canada; McMaster University; Amgen","keywords":"Medicine; Kidney disease; Cohort; Glycemic; Renal function; Cohort study; Disease management; Intensive care medicine; Emergency medicine; Internal medicine; Disease","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":[0.003318035,0.0003975533,0.0005369147,0.002958465,0.003371929,0.002205427,0.002033126,0.0005227555,0.001848417],"category_scores_gemma":[0.01565061,0.0002948005,0.0006881367,0.008184499,0.0009152985,0.0007829395,0.0015661,0.0009255895,0.0001115518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05198812,"about_ca_system_score_gemma":0.06465718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923542,"about_ca_topic_score_gemma":0.9934621,"domain_scores_codex":[0.9942415,0.0004401167,0.0003684191,0.0006462088,0.003286087,0.001017827],"domain_scores_gemma":[0.9883052,0.0007326836,0.002631041,0.0003337396,0.005904682,0.002092661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002009882,0.00001890975,0.989297,0.00009389924,0.00009086145,0.00002293143,0.0003959837,0.0001780822,0.00002618697,0.0001834895,0.002869889,0.006802636],"study_design_scores_gemma":[0.000004264779,0.00001202757,0.998221,0.00006114444,0.00002331445,0.00002218587,0.0002880929,0.0004282221,0.00001971771,0.00004665307,0.0008644992,0.000008941625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470173,0.006912903,0.0008045117,0.007321095,0.000133224,0.0002131435,0.02520295,0.00006795986,0.01232697],"genre_scores_gemma":[0.9946682,0.0009654058,0.000688612,0.0003553313,0.00002170864,0.00003796404,0.003003713,0.000004325477,0.0002548067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05198812,"threshold_uncertainty_score":0.377202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409768716693021,"score_gpt":0.289571030689231,"score_spread":0.2754733435223008,"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."}}