{"id":"W4291493242","doi":"10.1186/s13063-022-06581-6","title":"Improving diabetic patients’ adherence to treatment and prevention of cardiovascular disease (Office Guidelines Applied to Practice—IMPACT Study)—a cluster randomized controlled effectiveness trial","year":2022,"lang":"en","type":"article","venue":"Trials","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; McMaster University","keywords":"Medicine; Family medicine; Psychological intervention; Randomized controlled trial; Intervention (counseling); Checklist; Guideline; Health care; Physical therapy; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005242998,0.0019425,0.004552838,0.0007467318,0.0009426402,0.001544262,0.001584702,0.00244603,0.008092184],"category_scores_gemma":[0.005858028,0.001044368,0.003253238,0.0008590618,0.00132999,0.001516468,0.001394785,0.00247998,0.0006512527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397393,"about_ca_system_score_gemma":0.002245805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003537931,"about_ca_topic_score_gemma":0.004218714,"domain_scores_codex":[0.9958924,0.002352059,0.0003042607,0.0007238436,0.0002954042,0.0004319719],"domain_scores_gemma":[0.9971884,0.0008487833,0.0007481751,0.0003305241,0.0002027174,0.0006813927],"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":[0.9693533,0.01617492,0.001235563,0.0009491969,0.002215481,0.00002077795,0.00007717641,0.0002463653,0.0003002016,0.0001277015,0.0005902039,0.008709082],"study_design_scores_gemma":[0.9743165,0.02193755,0.002326777,0.00006103527,0.0007679398,0.000007331217,0.00002612636,0.0002163418,0.00005508064,0.00009112772,0.0001830364,0.00001111773],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707311,0.002880074,0.0008182966,0.0007800518,0.0005356877,0.01965261,0.001468125,0.0001640827,0.00296998],"genre_scores_gemma":[0.9552749,0.001668668,0.005271997,0.001240933,0.0005900693,0.03249303,0.001200979,0.00002755834,0.002231732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008092184,"threshold_uncertainty_score":0.02772796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060378019840769,"score_gpt":0.4224355269382547,"score_spread":0.3163977249541778,"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."}}