{"id":"W2034574311","doi":"10.1371/journal.pmed.1001588","title":"Effect of an Educational Toolkit on Quality of Care: A Pragmatic Cluster Randomized Trial","year":2014,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Michael's Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; Novo Nordisk; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Heart and Stroke Foundation of Canada; Canadian Diabetes Association; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Randomized controlled trial; Population; Intervention (counseling); Family medicine; Clinical trial; Cluster randomised controlled trial; Cluster (spacecraft); Nursing; Internal medicine; 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":[0.01179456,0.003207058,0.006046461,0.001623562,0.00165138,0.002431844,0.002105873,0.005654353,0.01005016],"category_scores_gemma":[0.02070554,0.001462863,0.005558959,0.001440823,0.00365873,0.002841657,0.002557982,0.003501086,0.0008850444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004017799,"about_ca_system_score_gemma":0.007000612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005488272,"about_ca_topic_score_gemma":0.004589991,"domain_scores_codex":[0.9797133,0.01505471,0.001398188,0.001709212,0.001109994,0.001014591],"domain_scores_gemma":[0.9876244,0.005809139,0.002485144,0.001022772,0.0007839171,0.002274693],"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":[0.9681574,0.01513158,0.0005021074,0.001869817,0.001798217,0.00004450608,0.0001456562,0.0005629678,0.0002436025,0.0002543431,0.0004846613,0.01080514],"study_design_scores_gemma":[0.9660372,0.03178971,0.0004397149,0.0001346197,0.0005352631,0.000009302037,0.00003472228,0.0005100194,0.00005943646,0.0002767725,0.0001571402,0.00001615047],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8951019,0.003821961,0.004076741,0.003051546,0.002531959,0.08667231,0.001106356,0.0004554572,0.003181687],"genre_scores_gemma":[0.9032843,0.001073356,0.01144739,0.002196375,0.0008166553,0.07923426,0.0003878872,0.00003498942,0.001524732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01179456,"threshold_uncertainty_score":0.06237632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663014003620319,"score_gpt":0.344916646894333,"score_spread":0.3282865068581298,"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."}}