{"id":"W1777587551","doi":"10.1016/s0140-6736(15)00469-9","title":"Availability and affordability of cardiovascular disease medicines and their effect on use in high-income, middle-income, and low-income countries: an analysis of the PURE study data","year":2015,"lang":"en","type":"article","venue":"The Lancet","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":394,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Université Laval; Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; International Development Research Centre; Heart and Stroke Foundation of Canada","keywords":"Pharmacy; Medicine; Environmental health; Disease; Middle income; Rural area; Socioeconomics; Business; Economics; Demographic economics; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.004747976,0.0001864981,0.001289504,0.0001450389,0.00006357153,0.0000514309,0.0005747137,0.00005111731,0.00001134427],"category_scores_gemma":[0.0007114963,0.0001122597,0.00009220497,0.0003636254,0.000457768,0.00022305,0.0004350839,0.0001689535,0.000001196698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004815723,"about_ca_system_score_gemma":0.00002572618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766101,"about_ca_topic_score_gemma":0.0009820965,"domain_scores_codex":[0.9983882,0.0002595698,0.0005763113,0.0004965509,0.00006931196,0.0002100253],"domain_scores_gemma":[0.9967376,0.0006037784,0.0002310014,0.002232966,0.00003162364,0.0001630551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002784185,0.00009765139,0.9959713,0.0001831968,0.0007229833,7.53051e-7,0.0005868992,0.0004015915,4.011831e-7,0.001593678,0.000008930417,0.0001541563],"study_design_scores_gemma":[0.001868477,0.000170053,0.9794902,0.00003928988,0.0003120336,4.033959e-7,0.00009833158,0.01405162,0.00000885907,0.003337428,0.0004991117,0.0001241717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938862,0.002387902,0.000005787201,0.0006554763,0.00008591729,0.0005765268,0.002335313,0.000007533029,0.00005930808],"genre_scores_gemma":[0.9991928,0.0005129233,0.00000804343,0.0001633641,0.00007693163,0.00001449252,0.00001662297,0.00001068193,0.000004163733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648112,"threshold_uncertainty_score":0.4577816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08904064535655133,"score_gpt":0.2970635422064158,"score_spread":0.2080228968498645,"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."}}