{"id":"W4311814871","doi":"10.32920/21688748.v1","title":"Will Mobile Diabetes Education Teams (MDETs) in primary care improve patient care processes and health outcomes? Study protocol for a randomized controlled trial","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Sunnybrook Hospital; Public Health Ontario; Trillium Health Centre; University of Toronto; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Randomized controlled trial; Medicine; Intervention (counseling); Cluster randomised controlled trial; Randomization; Type 2 diabetes; Cluster (spacecraft); Diabetes mellitus; Research design; Family medicine; Nursing; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05974561,0.00740333,0.01462317,0.003723445,0.004947732,0.006598549,0.004051736,0.009275223,0.115344],"category_scores_gemma":[0.0661876,0.00456079,0.007255544,0.005416157,0.005277185,0.005018049,0.002542216,0.01192732,0.01728078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00981331,"about_ca_system_score_gemma":0.02552141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005115772,"about_ca_topic_score_gemma":0.00756959,"domain_scores_codex":[0.9592875,0.0237557,0.005539918,0.003428233,0.004527517,0.003461252],"domain_scores_gemma":[0.9708445,0.010342,0.005239361,0.00356329,0.006781789,0.003229083],"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":[0.8107662,0.01363282,0.001246028,0.0542627,0.004143899,0.0003694389,0.0008893939,0.002763756,0.001546008,0.01203937,0.04291711,0.05542331],"study_design_scores_gemma":[0.9259198,0.01615064,0.001696794,0.008802706,0.001356664,0.00005861513,0.0002300809,0.002386775,0.0006989415,0.004217706,0.03834902,0.0001322275],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004157132,0.0001481208,0.0007975739,0.0001084374,0.0002380865,0.997164,0.0006911395,0.00005634077,0.000380593],"genre_scores_gemma":[0.0004422509,0.00005974425,0.001124195,0.00006838974,0.00002166897,0.9980646,0.00006256541,0.000003575637,0.0001530881],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.115344,"threshold_uncertainty_score":0.3858641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288246263101162,"score_gpt":0.3527649083824918,"score_spread":0.3398824457514802,"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."}}