{"id":"W3020645024","doi":"10.1007/s40268-020-00307-2","title":"Public Health Outcomes May Differ After Switching from Brand-Name to Generic Angiotensin II Receptor Blockers","year":2020,"lang":"en","type":"article","venue":"Drugs in R&D","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval; Institut National de Santé Publique du Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Institut National de Santé Publique du Québec","keywords":"Angiotensin Receptor Blockers; Pharmacology; Brand names; Business; Chemistry; Medicine; Internal medicine; Renin–angiotensin system; Advertising","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003554171,0.0002382691,0.0006778294,0.000223334,0.00009550765,0.0001157809,0.0003150529,0.0001023301,0.001014713],"category_scores_gemma":[0.0001145149,0.0002671138,0.0001709161,0.0003176852,0.00002595879,0.0001738851,0.0002400208,0.000278353,0.001317759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405979,"about_ca_system_score_gemma":0.00004593614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006843164,"about_ca_topic_score_gemma":0.00007909807,"domain_scores_codex":[0.9979302,0.00003062299,0.0007789919,0.0005995353,0.00004048449,0.0006201536],"domain_scores_gemma":[0.9988492,0.00007031884,0.0001813598,0.0002946205,0.000009403755,0.0005951038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001778145,0.0004100111,0.844846,0.00005783127,0.0003037935,0.00001137884,0.03588159,0.0002083128,0.0001572698,0.02357133,0.0714888,0.02288592],"study_design_scores_gemma":[0.001504822,0.00007905866,0.1403039,0.00001588082,0.00000384988,4.62239e-7,0.0001039872,0.005537824,0.00006832211,0.003867316,0.8479,0.0006145685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7528427,0.000817324,0.0002613504,0.2440812,0.000426913,0.0002148356,0.0004805838,0.00004175626,0.0008333191],"genre_scores_gemma":[0.9075686,0.0001861118,0.002011458,0.08967514,0.0002993435,0.00003378444,0.00003584942,0.00004418972,0.0001455027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7764112,"threshold_uncertainty_score":0.9999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037359045488901,"score_gpt":0.287392709109388,"score_spread":0.1836568045604979,"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."}}