{"id":"W2753204055","doi":"10.1136/bmjdrc-2017-000392","title":"Impact of a primary healthcare quality improvement program on diabetes in Canada: evaluation of the Quality Improvement and Innovation Partnership (QIIP)","year":2017,"lang":"en","type":"article","venue":"BMJ Open Diabetes Research & Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"Queen's University","keywords":"Medicine; Diabetes mellitus; Quality management; Physical therapy; Glycemic; Audit; Medical prescription; Family medicine; Body mass index; Diabetes management; Type 2 diabetes; Internal medicine; Nursing","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":[0.00877681,0.0005214931,0.000539456,0.000605554,0.003095261,0.001434859,0.00144098,0.0008411674,0.001550003],"category_scores_gemma":[0.0157967,0.0003142824,0.0008007751,0.001904634,0.001171244,0.0006062621,0.002177386,0.001251962,0.00008960318],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04945464,"about_ca_system_score_gemma":0.1697055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.931936,"about_ca_topic_score_gemma":0.9339065,"domain_scores_codex":[0.9876208,0.002857266,0.0004972305,0.0006932023,0.005628962,0.002702578],"domain_scores_gemma":[0.9786214,0.002212105,0.00272946,0.0006134627,0.006865399,0.008958137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01011406,0.0264969,0.6255459,0.002553976,0.001059761,0.0004344489,0.004129932,0.002763517,0.001264426,0.0007971823,0.01166682,0.313173],"study_design_scores_gemma":[0.002157052,0.0121825,0.9781981,0.0003255902,0.0003508073,0.00008839388,0.001192578,0.001886625,0.0004539606,0.00007718746,0.003048183,0.00003911778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988668,0.001345423,0.0003702192,0.002492084,0.00005855937,0.002545652,0.001037111,0.0000756162,0.003407307],"genre_scores_gemma":[0.9932293,0.0009455606,0.002877919,0.0008023461,0.00003955697,0.000729546,0.0006726921,0.000007377184,0.0006957069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9505454,"threshold_uncertainty_score":0.3588202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4887729698572951,"score_gpt":0.6405935796663268,"score_spread":0.1518206098090317,"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."}}