{"id":"W4399045628","doi":"10.1016/j.eclinm.2024.102651","title":"Cost effectiveness analysis of a fixed dose combination pill for primary prevention of cardiovascular disease from an individual participant data meta-analysis","year":2024,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Meta-analysis; Pill; Fixed-dose combination; Disease; Cost-effectiveness analysis; Family medicine; Internal medicine; Pharmacology; Cost effectiveness; Risk analysis (engineering)","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":[0.02470448,0.003319374,0.01861826,0.004033279,0.0004352819,0.0034049,0.002460709,0.002814849,0.00660823],"category_scores_gemma":[0.03602613,0.001693968,0.06517891,0.003060882,0.0006751807,0.002175714,0.001566104,0.00424698,0.0004616595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002446346,"about_ca_system_score_gemma":0.001702035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006501867,"about_ca_topic_score_gemma":0.006328814,"domain_scores_codex":[0.9798552,0.01626102,0.001423413,0.001209079,0.0008536802,0.0003975959],"domain_scores_gemma":[0.9816353,0.01480247,0.001651541,0.0008435638,0.0007587612,0.0003084103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.04543957,0.0001394687,0.002324208,0.03238154,0.9053549,0.0001277572,0.00003789624,0.005496745,0.0002202162,0.0002539518,0.0005915202,0.007632246],"study_design_scores_gemma":[0.01418416,0.001549928,0.002325872,0.001871005,0.9753504,0.0001029798,0.00003064671,0.003141944,0.0001336619,0.0005452457,0.0007207784,0.00004321512],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1697874,0.7931075,0.01684926,0.002047929,0.002174814,0.003570076,0.007661493,0.0005686744,0.00423272],"genre_scores_gemma":[0.9055082,0.07611202,0.008591389,0.001580006,0.0004154946,0.003004152,0.003294652,0.00009640756,0.001397662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02470448,"threshold_uncertainty_score":0.1306514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.468948619450924,"score_gpt":0.4663890081774951,"score_spread":0.002559611273428908,"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."}}