{"id":"W112126374","doi":"10.1016/j.jacc.2013.08.1665","title":"Polypills","year":2014,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Wellcome Trust","keywords":"Polypill; Medicine; Essential medicines; Secondary prevention; Formulary; Psychological intervention; Intensive care medicine; Alternative medicine; Pharmacy; Family medicine; Traditional medicine; Environmental health; Public health; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004083642,0.0005568033,0.0004675967,0.001520259,0.0009180292,0.002167434,0.0008537145,0.001387657,0.7869096],"category_scores_gemma":[0.00315182,0.0002788284,0.0006054493,0.000888176,0.0003117346,0.00123792,0.001641348,0.001948208,0.4936359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008472379,"about_ca_system_score_gemma":0.002303447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004074686,"about_ca_topic_score_gemma":0.01366124,"domain_scores_codex":[0.9993218,0.00007987447,0.00003419486,0.00009224875,0.0003563111,0.0001155868],"domain_scores_gemma":[0.9982387,0.0001963622,0.00009816428,0.0001595416,0.0004006927,0.0009066153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001458914,0.00007959294,0.0002902237,0.00009238614,0.000006637588,0.0001337173,0.00001078563,0.00002367061,0.0001700087,0.00218991,0.892382,0.1044752],"study_design_scores_gemma":[0.00005025803,0.00003780676,0.0006551446,0.00005513656,0.000004736022,0.0001955757,0.00001387111,0.00003613103,0.00008335216,0.0008224523,0.9980403,0.000005188339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001934514,0.002340114,0.0006771346,0.009390043,0.004840511,0.0001841846,0.008385269,0.001411527,0.9708368],"genre_scores_gemma":[0.008231021,0.001628039,0.0006787685,0.006636974,0.00177857,0.0000669423,0.003859555,0.0005797463,0.9765403],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7869096,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730346569307483,"score_gpt":0.2675333290834191,"score_spread":0.2402298633903443,"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."}}