{"id":"W2040286108","doi":"10.1111/dme.12513","title":"Association between participation in a brief diabetes education programme and glycaemic control in adults with newly diagnosed diabetes","year":2014,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Amgen Canada; Alberta Innovates - Health Solutions; Canada Research Chairs; Alberta Health Services","keywords":"Medicine; Propensity score matching; Diabetes mellitus; Attendance; Cohort; Internal medicine; Population; Cohort study; Demography; Endocrinology; Environmental health","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":[0.0006319119,0.000198086,0.0002481116,0.0003176214,0.0002956875,0.0003980901,0.0003351993,0.0004980459,0.001310019],"category_scores_gemma":[0.003029829,0.0001732543,0.0002994695,0.000464362,0.0001669868,0.0002014284,0.0003451675,0.0007002502,0.00009698528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006004036,"about_ca_system_score_gemma":0.0006315657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04182227,"about_ca_topic_score_gemma":0.06007193,"domain_scores_codex":[0.9995396,0.0001034164,0.00004212616,0.00008953833,0.0001143276,0.0001110066],"domain_scores_gemma":[0.9984038,0.0002043721,0.0006998506,0.00006121399,0.0001357275,0.0004950733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000279794,0.0003419865,0.9952324,0.00002702048,0.00007885235,0.00002912183,0.00006080808,0.00004376869,0.0001101248,0.000007210813,0.0001705594,0.003618317],"study_design_scores_gemma":[0.00001761686,0.0001402827,0.9996026,0.00000824882,0.00001672151,0.0000261998,0.00002682794,0.00006761301,0.00001055352,0.000003414493,0.00007889217,0.000001073591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989126,0.0003765972,0.00003744571,0.000120385,0.00001067126,0.00002141825,0.0001681396,0.000003479674,0.0003492892],"genre_scores_gemma":[0.9990551,0.0002435912,0.00009411065,0.00005872917,0.00002290859,0.00001860245,0.000261256,0.000001137635,0.0002446218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04182227,"threshold_uncertainty_score":0.08315766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008857769738912648,"score_gpt":0.2579162093375475,"score_spread":0.2490584395986349,"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."}}