{"id":"W4220673691","doi":"10.1007/s00127-022-02249-3","title":"Perceived helpfulness of treatment for social anxiety disorder: findings from the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fogarty International Center; National Institute of Mental Health; Consejería de Sanidad y Política Social, Comunidad Autónoma de la Región de Murcia; John W. Alden Trust; Substance Abuse and Mental Health Services Administration; Health Research Council of New Zealand; Ministerstwo Zdrowia; Servier; Ministerio de Ciencia y Tecnología; Regione Piemonte; King Faisal Specialist Hospital and Research Centre; Ministry of Health, Labour and Welfare; Fundação Champalimaud; Novartis; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Fundación para la Formación e Investigación Sanitarias de la Región de Murcia; Australian Government; Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz; EEA Grants; Alcohol Advisory Council of New Zealand; Saudi Basic Industries Corporation; Ministerio de Salud de la Nación; Consejo Nacional de Ciencia y Tecnología; Ministerio de Salud y Protección Social; Fundação Calouste Gulbenkian; Generalitat de Catalunya; Instituto de Salud Carlos III; Pfizer Foundation; European Commission; AstraZeneca; Fundação de Amparo à Pesquisa do Estado de São Paulo; H. Lundbeck A/S; Ministry of Health – Kingdom of Saudi Arabia; Department of Health and Ageing, Australian Government; Ministerio de Salud; King Saud University; Pan American Health Organization; King Salman Center for Disability Research; Universidade de Lisboa; Fundação para a Ciência e a Tecnologia; Pfizer; King Abdulaziz City for Science and Technology; Ministry of Health, New Zealand; World Health Organization; Public Health Agency; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Servicio Murciano de Salud; GlaxoSmithKline; U.S. Public Health Service; National Institute on Drug Abuse; John D. and Catherine T. MacArthur Foundation; Eli Lilly and Company; Bristol-Myers Squibb; Robert Wood Johnson Foundation","keywords":"Helpfulness; Mental health; Psychiatry; Anxiety; Social anxiety; Epidemiology; Psychology; Public health; Anxiety disorder; Clinical psychology; Medicine; Social psychology","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":[0.001596228,0.0002150995,0.0002464863,0.001422248,0.0002017088,0.0003689036,0.0003300247,0.0003267898,0.0005388884],"category_scores_gemma":[0.006516036,0.0001497755,0.0004580581,0.001185558,0.000252702,0.0003972436,0.0005998731,0.0005471506,0.0001000438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043273,"about_ca_system_score_gemma":0.0003655707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008981404,"about_ca_topic_score_gemma":0.01186379,"domain_scores_codex":[0.9988798,0.0003833836,0.0002167097,0.00009054125,0.0003334518,0.00009611611],"domain_scores_gemma":[0.9945922,0.0006315603,0.003703273,0.0001157642,0.0004989987,0.0004581301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002068607,0.00002087762,0.9967248,0.00005307263,0.00007235997,0.00001693101,0.0001976839,0.0000346199,0.00003700589,0.00001013567,0.0002564958,0.00255531],"study_design_scores_gemma":[0.000001564071,0.00002118035,0.9995455,0.00001445645,0.00001259825,0.00005033128,0.0001809568,0.00003674871,0.000009231803,0.000004850762,0.0001207441,0.000001826286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936707,0.001130589,0.0001379913,0.0004549522,0.00001705328,0.00005007804,0.00348989,0.000008749009,0.00103989],"genre_scores_gemma":[0.998287,0.0004115146,0.000122741,0.00006956662,0.00001561396,0.00002854924,0.0009965053,0.000001343425,0.00006710726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008981404,"threshold_uncertainty_score":0.01785827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06855537237042704,"score_gpt":0.3837895866814576,"score_spread":0.3152342143110306,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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