{"id":"W2147736741","doi":"10.1186/1748-5908-9-87","title":"Printed educational messages aimed at family practitioners fail to increase retinal screening among their patients with diabetes: a pragmatic cluster randomized controlled trial [ISRCTN72772651]","year":2014,"lang":"en","type":"article","venue":"Implementation Science","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Toronto; Canadian Medical Association; Canada Research Chairs; Ottawa Hospital; University of Ottawa; Centre for Family Medicine; Institute for Clinical Evaluative Sciences; St. Michael's Hospital; Western University","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Referral; Family medicine; Cluster randomised controlled trial; Randomized controlled trial; Diabetic retinopathy; Psychological intervention; Guideline; Diabetes mellitus; Nursing; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002051718,0.0002473877,0.0007044423,0.0003217921,0.0004115664,0.0001569043,0.0001564549,0.00002805682,0.0003944112],"category_scores_gemma":[0.002516203,0.0001536134,0.0001724014,0.0005239621,0.0003708736,0.0005429466,0.00008621793,0.000078572,0.00003329197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002320893,"about_ca_system_score_gemma":0.0003631295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001125289,"about_ca_topic_score_gemma":0.00003085386,"domain_scores_codex":[0.9967487,0.0004585098,0.0006968463,0.0005048785,0.001176005,0.0004150693],"domain_scores_gemma":[0.9967727,0.00128336,0.0005761551,0.0002939451,0.0006209463,0.0004528819],"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":[0.766193,0.0004773176,0.2295375,0.00003765703,0.000279043,0.000001363776,0.000774905,0.00003164415,0.0005184343,0.0001479161,0.0005182532,0.001482988],"study_design_scores_gemma":[0.6473948,0.0006213776,0.3497263,0.000116053,0.0003357499,9.473123e-7,0.0005386671,0.0008468913,0.0001553584,0.00005381323,0.00006659215,0.0001434742],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861494,0.000008593631,0.00186782,0.001476984,0.0001305639,0.009249691,0.00003174174,0.00004025766,0.001044984],"genre_scores_gemma":[0.9926139,0.000001859672,0.003179536,0.00124095,0.00007584834,0.002270371,0.0003304057,0.00001876985,0.0002683783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201887,"threshold_uncertainty_score":0.6264174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338373252500562,"score_gpt":0.3428020714416508,"score_spread":0.3294183389166452,"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."}}