{"id":"W3097941377","doi":"","title":"Printed educational materials directed at Ontario primary care physicians fail to improve adherence to guideline recommendations for the management of diabetes complications: a pragmatic, factorial, cluster randomized trial","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Randomized controlled trial; Cluster (spacecraft); Diabetes mellitus; Primary care; Cluster randomised controlled trial; Diabetes management; Family medicine; Type 2 diabetes; Nursing; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006170507,0.001365794,0.002252432,0.0004936836,0.00089025,0.001184673,0.001102332,0.002735668,0.006105838],"category_scores_gemma":[0.01324506,0.0008334602,0.002374842,0.00073504,0.001530008,0.001011248,0.0007412813,0.001747941,0.000407498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002938602,"about_ca_system_score_gemma":0.004809001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128541,"about_ca_topic_score_gemma":0.0176089,"domain_scores_codex":[0.9932775,0.004656865,0.0005410106,0.000574345,0.0005800981,0.0003702324],"domain_scores_gemma":[0.9914171,0.004234164,0.002152734,0.00052011,0.0004301593,0.001245733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9379443,0.02607071,0.001819334,0.001797508,0.002013869,0.00004602516,0.0003287483,0.0003456195,0.0007090092,0.000187059,0.0007200622,0.02801769],"study_design_scores_gemma":[0.8901334,0.1030301,0.004409859,0.0001302017,0.001028369,0.00001110481,0.00005595495,0.000526027,0.0001726701,0.0001419974,0.0003422544,0.00001814752],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852149,0.001961827,0.0004262259,0.0009681577,0.0003472267,0.008931681,0.0003236386,0.00005996517,0.001766441],"genre_scores_gemma":[0.9879908,0.0008349697,0.002354813,0.0007251219,0.0003572967,0.006533272,0.0001788222,0.000007100288,0.001017728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9887146,"threshold_uncertainty_score":0.03263319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090539747618289,"score_gpt":0.4321299911156176,"score_spread":0.2230760163537887,"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."}}