{"id":"W1968234828","doi":"10.1186/1745-6215-11-44","title":"Evaluation of a toolkit to improve cardiovascular disease screening and treatment for people with type 2 diabetes: protocol for a cluster-randomized pragmatic trial","year":2010,"lang":"en","type":"article","venue":"Trials","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; University of Toronto; Canadian Diabetes Association","keywords":"Medicine; Randomized controlled trial; Type 2 diabetes; Physical therapy; Statin; Blood pressure; Diabetes mellitus; Disease; Internal medicine; Family medicine","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03456281,0.0001577866,0.001484338,0.0000818538,0.00004969425,0.0000308393,0.00003824183,0.0000590854,0.0000484337],"category_scores_gemma":[0.1451375,0.00009845938,0.000456679,0.0001057965,0.00003021469,0.0001052961,0.00001631917,0.00005014582,9.295821e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004966362,"about_ca_system_score_gemma":0.0005965775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000843781,"about_ca_topic_score_gemma":0.000104293,"domain_scores_codex":[0.9965283,0.0009529377,0.001433428,0.0003123411,0.0006059336,0.0001670238],"domain_scores_gemma":[0.9868781,0.01075721,0.0006485683,0.0004092869,0.001138132,0.0001687178],"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":[0.8677838,0.0002838673,0.00005949228,0.0002826095,0.001745089,1.280832e-7,0.000158284,0.0001355386,0.001347902,0.00001261034,0.0001912806,0.1279994],"study_design_scores_gemma":[0.9477925,0.005838431,0.0001083089,0.0001275957,0.01676864,6.29835e-7,0.00007188202,0.02504148,0.0007377576,0.0003649061,0.003031439,0.0001164258],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3023705,0.00001669679,0.02147482,0.001224272,0.0001798102,0.6746358,0.00007043039,0.0000189622,0.000008676691],"genre_scores_gemma":[0.09482928,0.00000139342,0.0487675,0.0001319162,0.0008313506,0.8552687,0.0001081105,0.00003357153,0.00002820771],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2075412,"threshold_uncertainty_score":0.9941208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3660480063015233,"score_gpt":0.5436198597152206,"score_spread":0.1775718534136974,"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."}}