{"id":"W3192059233","doi":"10.1186/s12888-021-03363-3","title":"Perceived helpfulness of treatment for generalized anxiety disorder: a World Mental Health Surveys report","year":2021,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Instituto de Salud Carlos III; Executive Agency for Health and Consumers; Ministerio de Salud; H. Lundbeck A/S; Regione Piemonte; Servier; Ministerio de Ciencia y Tecnología; Ministry of Health, Labour and Welfare; Generalitat de Catalunya; GlaxoSmithKline; Public Health Agency; Universidad CES; National Insurance Institute of Israel; Pan American Health Organization; Fundação de Amparo à Pesquisa do Estado de São Paulo; Fogarty International Center; National Institute of Mental Health; Pfizer; Australian Government; European Commission; Ministerio de Salud de la Nación; AstraZeneca; Eli Lilly and Company","keywords":"Helpfulness; Generalized anxiety disorder; Psychiatry; Mental health; Medicine; Anxiety; Clinical psychology; Psychology; 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":[0.003920471,0.0003285595,0.0003687525,0.001918186,0.0003048969,0.0005523681,0.0004186266,0.0004018614,0.001214587],"category_scores_gemma":[0.006039977,0.0002842498,0.001099572,0.002002259,0.0003670466,0.0006803533,0.0008490979,0.0009523061,0.0002565966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003566883,"about_ca_system_score_gemma":0.0003986056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004036318,"about_ca_topic_score_gemma":0.004429366,"domain_scores_codex":[0.9980431,0.0008675138,0.0003971964,0.0001443387,0.0004185092,0.0001293697],"domain_scores_gemma":[0.9917209,0.001089874,0.005532596,0.0003213043,0.0007671837,0.0005682568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003984339,0.00005386638,0.9953412,0.0000963558,0.0001607068,0.00001726123,0.0002451678,0.00007036263,0.00003701815,0.00002423895,0.0007701392,0.003143864],"study_design_scores_gemma":[0.000006526139,0.00006796309,0.9991102,0.000029882,0.00003681182,0.00007095664,0.0002322675,0.00007723233,0.00001722236,0.0000165285,0.0003290854,0.000005459647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834846,0.001667325,0.0004406452,0.0007254297,0.0000336156,0.0002974849,0.01081415,0.00003658905,0.002500296],"genre_scores_gemma":[0.9944148,0.0007144377,0.0005845781,0.0001993764,0.00003128832,0.0002033101,0.003691696,0.000005045832,0.0001555549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004036318,"threshold_uncertainty_score":0.02073365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0520028991721119,"score_gpt":0.3714716879151447,"score_spread":0.3194687887430329,"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."}}