{"id":"W2792585108","doi":"10.1002/da.22711","title":"Treatment gap for anxiety disorders is global: Results of the World Mental Health Surveys in 21 countries","year":2018,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":704,"is_retracted":false,"has_abstract":true,"ca_institutions":"","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; European Research Council; Seventh Framework Programme; Substance Abuse and Mental Health Services Administration; Medical Research Council; Ministerio de Salud; H. Lundbeck A/S; Fundação Champalimaud; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Servier; Ministerio de Ciencia y Tecnología; Ministry of Health, British Columbia; U.S. Public Health Service; John D. and Catherine T. MacArthur Foundation; Eli Lilly and Company; Ministry of Public Health; Ministry of Health, Labour and Welfare; John W. Alden Trust; Universidade de Lisboa; National Insurance Institute of Israel; Fogarty International Center; Bundesministerium für Gesundheit; GlaxoSmithKline foundation; Pfizer Foundation; AstraZeneca; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Institute for Health and Care Research; Pan American Health Organization; Novartis; European Commission; World Health Organization; GlaxoSmithKline; Bristol-Myers Squibb; Pfizer; Robert Wood Johnson Foundation","keywords":"Anxiety; Mental health; Psychiatry; Psychology; Global mental health; Clinical psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.004017583,0.0005283708,0.0004274819,0.002076525,0.0002525903,0.0008944971,0.0005046807,0.0006734597,0.001163538],"category_scores_gemma":[0.006450119,0.0002720872,0.001325423,0.003721764,0.0004675914,0.001254988,0.00135608,0.0006488824,0.0002801455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005475652,"about_ca_system_score_gemma":0.0005697569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009319689,"about_ca_topic_score_gemma":0.008400619,"domain_scores_codex":[0.9972518,0.001473783,0.0003991787,0.0002264844,0.0003956344,0.000253027],"domain_scores_gemma":[0.9937193,0.00137956,0.003270371,0.0003213386,0.0008141307,0.0004952356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007951316,0.00003105044,0.9867907,0.0003024827,0.0003572111,0.00003087999,0.0005619971,0.000171508,0.00003994964,0.00006517897,0.002979581,0.008590064],"study_design_scores_gemma":[0.000008434076,0.00003359293,0.9980375,0.00007840097,0.00006740293,0.00005756976,0.0006664883,0.00007817549,0.00001950925,0.00002262006,0.0009236219,0.000006739685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493929,0.01103815,0.0005850961,0.002200505,0.0001209728,0.0001481365,0.03298432,0.00006191305,0.003467965],"genre_scores_gemma":[0.9877605,0.00272105,0.0003483051,0.000349352,0.00006101256,0.0001374281,0.008439167,0.0000084529,0.000174767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009319689,"threshold_uncertainty_score":0.02124721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334066449060321,"score_gpt":0.3674864522248583,"score_spread":0.3341457877342551,"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."}}