{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003398931,0.0001318188,0.001052075,0.0001812767,0.00001956759,0.000002806848,0.0000884361,0.00005083403,0.0004158259],"category_scores_gemma":[0.009314474,0.00008260342,0.0001122438,0.0001434131,0.000173705,0.00005474217,0.00001370069,0.00009058,0.00001514928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003767706,"about_ca_system_score_gemma":0.00005757967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004585522,"about_ca_topic_score_gemma":0.000002598804,"domain_scores_codex":[0.9976632,0.0008415678,0.0006475868,0.0001751905,0.0005462139,0.000126213],"domain_scores_gemma":[0.9957108,0.003294499,0.0003618817,0.0003827218,0.0001553599,0.00009468675],"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":[0.9663439,0.001314699,0.001254713,0.005754244,0.0003615432,1.93116e-7,0.002903798,0.000005171419,0.001549505,0.003467416,0.002993007,0.01405183],"study_design_scores_gemma":[0.9802678,0.01072836,0.002336154,0.00108147,0.001241604,3.852502e-7,0.0001862125,0.000629023,0.002605408,0.0005816557,0.0002410523,0.0001009172],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751805,0.0000839569,0.0000405492,0.004094963,0.0006009305,0.002340036,0.00000152077,0.00001775413,0.01763976],"genre_scores_gemma":[0.9972537,0.000006355691,0.0001894982,0.0004514802,0.001008352,0.0001638044,0.0002229745,0.00001346393,0.0006903827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02207316,"threshold_uncertainty_score":0.9990305,"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."}}