{"id":"W3201732206","doi":"10.1017/s0033291721003160","title":"Antidepressant use in low- middle- and high-income countries: a World Mental Health Surveys report","year":2021,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Treatment of Major Depression","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Consejería de Sanidad y Política Social, Comunidad Autónoma de la Región de Murcia; Instituto de Salud Carlos III; Fundação para a Ciência e a Tecnologia; Pan American Health Organization; Substance Abuse and Mental Health Services Administration; Ministerio de Salud; H. Lundbeck A/S; Servier; Regione Piemonte; Bristol-Myers Squibb; Servicio Murciano de Salud; Ministerio de Salud de la Nación; Ministerio de Ciencia y Tecnología; GlaxoSmithKline; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministry of Health, Labour and Welfare; John W. Alden Trust; Universidade de Lisboa; National Insurance Institute of Israel; Fogarty International Center; Bundesministerium für Gesundheit; Generalitat de Catalunya; Pfizer Foundation; AstraZeneca; Fundação de Amparo à Pesquisa do Estado de São Paulo; Executive Agency for Health and Consumers; Vistagen Therapeutics; Fundação Champalimaud; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Fundación para la Formación e Investigación Sanitarias de la Región de Murcia; European Commission; World Health Organization; U.S. Public Health Service; John D. and Catherine T. MacArthur Foundation; Eli Lilly and Company; Pfizer; Universidad CES; Robert Wood Johnson Foundation","keywords":"Mental health; Antidepressant; Low and middle income countries; Psychiatry; Psychology; Medicine; Environmental health; Developing country; Economic growth; Economics; Anxiety","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":[0.001093896,0.0002966484,0.0002766984,0.001183053,0.0002662836,0.0005710851,0.000307999,0.0003879394,0.001383225],"category_scores_gemma":[0.001656442,0.0002274524,0.0005592363,0.002249707,0.000239482,0.0005787792,0.0006651328,0.000462681,0.0004257087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339542,"about_ca_system_score_gemma":0.0002762801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00975219,"about_ca_topic_score_gemma":0.01102756,"domain_scores_codex":[0.9993016,0.0002645529,0.0001522842,0.00007566682,0.0001133817,0.00009261366],"domain_scores_gemma":[0.9984258,0.0001874149,0.0008359046,0.00007143283,0.0002675388,0.0002118745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002598456,0.00002662183,0.9964683,0.00008180917,0.00009148894,0.00002726139,0.0001538715,0.00002693826,0.00007609739,0.00001392602,0.001073672,0.001933944],"study_design_scores_gemma":[0.000003971869,0.00002338091,0.9992257,0.0000176396,0.00002208169,0.00003983296,0.0002827322,0.00003099542,0.00002387541,0.00000470823,0.000322371,0.000002658023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757095,0.001685514,0.0002181652,0.0003708655,0.00004577953,0.00009777008,0.01919607,0.0000227181,0.002653594],"genre_scores_gemma":[0.9913166,0.0008697015,0.000248368,0.0002106184,0.00002447627,0.00008613231,0.006941292,0.000003312819,0.0002994661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00975219,"threshold_uncertainty_score":0.01939082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06673369893008131,"score_gpt":0.367753062514025,"score_spread":0.3010193635839437,"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."}}