{"id":"W1852216670","doi":"10.1111/jep.12360","title":"Diabetes self‐management education is not associated with a reduction in long‐term diabetes complications: an effectiveness study in an elderly population","year":2015,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Diabetes Management and Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Diabetes mellitus; Confidence interval; Population; Relative risk; Diabetes management; Type 2 diabetes; Emergency medicine; Intensive care medicine; Physical therapy; Internal medicine; Environmental health; Endocrinology","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":[0.00354593,0.0003205472,0.0006577602,0.0004283252,0.0003749505,0.0006370543,0.0003388929,0.0006522341,0.001333039],"category_scores_gemma":[0.00603205,0.0001698943,0.001464052,0.0005020794,0.0005480685,0.0003995476,0.0003546354,0.0004348682,0.00009336754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035452,"about_ca_system_score_gemma":0.00109897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006553661,"about_ca_topic_score_gemma":0.006492684,"domain_scores_codex":[0.998075,0.001083278,0.0001742073,0.0001976948,0.0003105531,0.0001592426],"domain_scores_gemma":[0.9969488,0.001174547,0.000999367,0.0002005263,0.0001892231,0.0004875981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2536606,0.03677102,0.5540441,0.00275178,0.01233732,0.0002840174,0.0006554503,0.0008401013,0.002212128,0.0002337239,0.0009058815,0.1353039],"study_design_scores_gemma":[0.0341033,0.1346141,0.8223893,0.0003461955,0.005753183,0.0002029352,0.0002137124,0.0006801072,0.0005996512,0.00008991012,0.0009776619,0.0000300401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967795,0.002105507,0.00007542887,0.0000978453,0.00001985461,0.0002212129,0.0001080051,0.000003065489,0.0005896225],"genre_scores_gemma":[0.9986621,0.0006876537,0.0001490004,0.0001011238,0.00004997957,0.0001168864,0.0001146225,8.140377e-7,0.0001178816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006553661,"threshold_uncertainty_score":0.01875287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373069489348252,"score_gpt":0.5065954270288731,"score_spread":0.3692884780940479,"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."}}