{"id":"W2119369919","doi":"10.1371/journal.pmed.1001054","title":"Global Pharmacovigilance for Antiretroviral Drugs: Overcoming Contrasting Priorities","year":2011,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Ministério da Saúde; Centers for Disease Control and Prevention; U.S. President’s Emergency Plan for AIDS Relief; amfAR, The Foundation for AIDS Research; Kaiser Permanente; European Commission; World Health Organization; National Institutes of Health; United States Agency for International Development; Global Fund to Fight AIDS, Tuberculosis and Malaria; University of Washington; York University; Bristol-Myers Squibb; Pfizer; Bill and Melinda Gates Foundation; Gilead Sciences; Incyte; U.S. Department of State","keywords":"Pharmacovigilance; Global health; Stakeholder; ANTIRETROVIRAL AGENTS; Medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; Drug; Public health; Pharmacology; Political science; Family medicine; Public relations","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1914573,0.001159353,0.002093589,0.005233022,0.005142638,0.02011854,0.003751277,0.02262302,0.003249347],"category_scores_gemma":[0.1440456,0.000979339,0.002281647,0.003967918,0.01330446,0.01426318,0.02355039,0.02588227,0.0003529788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01179858,"about_ca_system_score_gemma":0.03069053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006624057,"about_ca_topic_score_gemma":0.009896938,"domain_scores_codex":[0.9103532,0.05941346,0.004676756,0.004001172,0.01282227,0.008733124],"domain_scores_gemma":[0.7681658,0.1765143,0.008050015,0.00502268,0.02345609,0.01879109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004641273,0.0002486444,0.007780446,0.003359037,0.001032728,0.002640886,0.01841474,0.005881968,0.002190842,0.6274761,0.1469448,0.1835656],"study_design_scores_gemma":[0.000398119,0.0003884321,0.01141948,0.003804329,0.000576904,0.001073896,0.03373955,0.003842989,0.00187796,0.6213067,0.3212192,0.0003525607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009221517,0.00636345,0.009311728,0.9675393,0.001903772,0.00006028258,0.00004979714,0.00003567942,0.00551455],"genre_scores_gemma":[0.441544,0.01131448,0.03616119,0.50109,0.007242268,0.000270518,0.0001647884,0.0001384245,0.002074374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1914573,"threshold_uncertainty_score":0.9970772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134963732930019,"score_gpt":0.3144939532042135,"score_spread":0.1795302202741945,"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."}}