{"id":"W2157466329","doi":"10.1186/s12875-015-0341-7","title":"Interventions to improve adherence to cardiovascular disease guidelines: a systematic review","year":2015,"lang":"en","type":"review","venue":"BMC Family Practice","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; St. Mary's University; Dalhousie University","funders":"Nova Scotia Health Research Foundation","keywords":"Medicine; CINAHL; Psychological intervention; MEDLINE; PsycINFO; Randomized controlled trial; Meta-analysis; Family medicine; Guideline; Cochrane Library; Systematic review; Intervention (counseling); Health care; Disease management; Physical therapy; Alternative medicine; Nursing; Internal medicine; Health management system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004529417,0.0006062021,0.004373924,0.0002257069,0.00006732386,0.00007575473,0.0007707603,0.0001614585,0.000141503],"category_scores_gemma":[0.05220275,0.0004532194,0.00231576,0.001231422,0.00002891213,0.0002418051,0.0002772503,0.0005171837,0.02636275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509586,"about_ca_system_score_gemma":0.0029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006689541,"about_ca_topic_score_gemma":0.000001313286,"domain_scores_codex":[0.9934602,0.001101101,0.00250323,0.001032621,0.001506503,0.0003962785],"domain_scores_gemma":[0.9910971,0.0005455124,0.001019222,0.003502964,0.002284734,0.00155049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001809616,0.0001100655,1.31909e-7,0.8188186,0.0004866058,0.00005702971,0.00001063379,8.006677e-7,5.294867e-8,0.00002958538,0.09407376,0.08639466],"study_design_scores_gemma":[0.0001480383,0.0001418422,3.717156e-7,0.4739324,0.02153183,0.00008062871,0.00009291561,0.000002339155,7.81801e-9,0.000002189327,0.5038428,0.0002245717],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.474067e-8,0.970355,0.01087581,0.0006989802,0.0006364661,0.01458569,0.00007346586,0.0001213649,0.002653095],"genre_scores_gemma":[1.338937e-7,0.9553957,0.01036513,0.01141362,0.0003348082,0.008929525,0.0001175086,0.00007871097,0.01336486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4097691,"threshold_uncertainty_score":0.999792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4295949248419824,"score_gpt":0.5034008331230555,"score_spread":0.07380590828107308,"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."}}