{"id":"W4313815834","doi":"10.1503/cmaj.220673","title":"Achievement of treatment targets among patients with type 2 diabetes in 2015 and 2020 in Canadian primary care","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Diabetes Action Research and Education Foundation","keywords":"Medicine; Blood pressure; Diabetes mellitus; Logistic regression; Type 2 diabetes; Guideline; Angiotensin Receptor Blockers; Primary care; Internal medicine; Medical record; Endocrinology; Angiotensin-converting enzyme; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001450558,0.0003415996,0.0004487419,0.001363127,0.001750101,0.0014192,0.001424256,0.000730986,0.001452196],"category_scores_gemma":[0.004070279,0.0003364894,0.0009221507,0.004546662,0.0005115143,0.0007537331,0.001109937,0.001093823,0.0002112874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03191017,"about_ca_system_score_gemma":0.02841314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914854,"about_ca_topic_score_gemma":0.9933537,"domain_scores_codex":[0.9976383,0.000149103,0.0002018914,0.0003163251,0.0009479555,0.0007462988],"domain_scores_gemma":[0.9964859,0.0001624112,0.000937632,0.0000782073,0.001457884,0.000877891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004934634,0.00002803453,0.9963657,0.00003080039,0.00003539954,0.0000209771,0.0002309073,0.0001003589,0.00003043752,0.00005079327,0.001386076,0.001671099],"study_design_scores_gemma":[0.000003941703,0.00001286883,0.99865,0.00002378291,0.00001264546,0.00002014693,0.0005356545,0.0002365253,0.00001971468,0.00001328697,0.0004649214,0.000006614217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696242,0.001648332,0.0001615833,0.001451421,0.00004183023,0.0000831305,0.02352148,0.0000270612,0.003440789],"genre_scores_gemma":[0.9915702,0.0005108972,0.0002715554,0.0003589289,0.00001330185,0.00003467466,0.006739384,0.000004289733,0.000496643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03191017,"threshold_uncertainty_score":0.2315255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00382806179151752,"score_gpt":0.2083670769758357,"score_spread":0.2045390151843182,"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."}}