{"id":"W4401870331","doi":"10.5334/gh.1349","title":"Use of Cardiovascular Disease Secondary Prevention Medications in Four Middle East Countries in a Community Setting","year":2024,"lang":"en","type":"article","venue":"Global Heart","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Servier; King Saud University; Ontario Ministry of Health and Long-Term Care; Sanofi; International Development Research Centre; Heart and Stroke Foundation of Canada; GlaxoSmithKline; Saudi Heart Association; AstraZeneca","keywords":"Medicine; Middle East; Secondary prevention; Disease; Environmental health; Internal medicine; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006822389,0.0003709283,0.0002676591,0.001141374,0.0007081631,0.0006561374,0.0002520961,0.0003810842,0.0007986854],"category_scores_gemma":[0.00105118,0.0002977818,0.0003688095,0.001194264,0.0004251421,0.000426344,0.0008267405,0.0003673494,0.0001081086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071933,"about_ca_system_score_gemma":0.0006369432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01862993,"about_ca_topic_score_gemma":0.02715068,"domain_scores_codex":[0.9995927,0.0001395161,0.00005014259,0.00006942038,0.00005832435,0.00008985944],"domain_scores_gemma":[0.9992986,0.00008497038,0.0003078096,0.00002887257,0.0001032905,0.0001765143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003792204,0.00004987588,0.9984605,0.00001290123,0.00002814821,0.00008269455,0.0002784043,0.00001521008,0.00007060166,0.00001007013,0.00005765862,0.0008960906],"study_design_scores_gemma":[0.00001525674,0.0001036225,0.9972995,0.00001900557,0.00002564862,0.000191584,0.002049248,0.00009453394,0.0000397894,0.00001310511,0.0001440227,0.000004768164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996903,0.00007157878,0.00001360737,0.00001966645,0.000001958226,0.000006623803,0.00008787898,6.514096e-7,0.0001077155],"genre_scores_gemma":[0.9996623,0.00009303827,0.00005002147,0.00002738795,0.000002906089,0.000009526328,0.000116323,2.296019e-7,0.00003838415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01862993,"threshold_uncertainty_score":0.03704298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06378703471726767,"score_gpt":0.3302768672309039,"score_spread":0.2664898325136362,"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."}}