{"id":"W2995211839","doi":"10.2139/ssrn.3408063","title":"Effectiveness of Polypill for Primary and Secondary Prevention of Cardiovascular Diseases: A Pragmatic Cluster Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Polypill; Randomized controlled trial; Secondary prevention; Medicine; Cluster (spacecraft); Primary prevention; Cluster randomised controlled trial; Alternative medicine; Physical therapy; Internal medicine; Disease; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.005953407,0.0001118029,0.001674294,0.00009548081,0.00002736067,0.00000568119,0.00007158698,0.0000571873,0.00005356444],"category_scores_gemma":[0.0005082061,0.0000761904,0.0008638846,0.00006868468,0.00007013099,0.00008241346,0.00001296332,0.0003414597,0.000003525117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254306,"about_ca_system_score_gemma":0.002278186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004961385,"about_ca_topic_score_gemma":4.969257e-7,"domain_scores_codex":[0.9978943,0.000659344,0.0005828545,0.0001464024,0.0003111247,0.0004059401],"domain_scores_gemma":[0.9983234,0.0007905175,0.0004497331,0.0001933967,0.0001784545,0.0000645121],"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":[0.9839399,0.0002244094,0.0001147244,0.001402313,0.003909381,3.481525e-7,0.00002831277,0.00001021049,0.0007028755,0.003599239,0.000009374788,0.006058887],"study_design_scores_gemma":[0.9706689,0.001766679,0.000411359,0.0006237343,0.002091575,0.0000748036,0.0001292225,0.0003043395,0.0001051361,0.02370357,0.00004941894,0.00007131109],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9168968,0.02548471,0.04677891,0.00009244345,0.000198479,0.01004672,0.000003643072,0.000007705674,0.0004906206],"genre_scores_gemma":[0.9961795,0.002098943,0.0001324138,0.00002919173,0.00008710953,0.000379375,0.0000150538,0.00001293061,0.001065487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07928273,"threshold_uncertainty_score":0.4041404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004700091861334027,"score_gpt":0.2568060803267974,"score_spread":0.2521059884654633,"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."}}