{"id":"W2994845737","doi":"10.1016/j.jpsychores.2019.109892","title":"Probability of major depression diagnostic classification based on the SCID, CIDI and MINI diagnostic interviews controlling for Hospital Anxiety and Depression Scale – Depression subscale scores: An individual participant data meta-analysis of 73 primary studies","year":2019,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Institut universitaire de cardiologie et de pneumologie de Québec; University of Toronto; University Health Network; Health Sciences Centre; McGill University; McGill University Health Centre; Jewish General Hospital; Sunnybrook Health Science Centre; Alberta Health; University of Alberta; Institut Universitaire en Santé Mentale de Québec; Alberta Health Services; Université du Québec à Chicoutimi; Ontario Brain Institute; University of Calgary; Concordia University","funders":"Departament d'Universitats, Recerca i Societat de la Informació; Comisión Nacional de Investigación Científica y Tecnológica; Medical Research Council; Fonds de Recherche du Québec - Santé; Universität Leipzig; Irish Cancer Society; Deutsche Krebshilfe; Cumming School of Medicine, University of Calgary; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Australian Government; University of Sydney; Norges Forskningsråd; Universiti Sains Malaysia; McGill University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Alberta Health Services; Société Française de Dermatologie et de Pathologie Sexuellement Transmissible; Ministry of Health, Labour and Welfare; Chest Heart and Stroke Scotland; Multiple Sclerosis Society; Instituto Nacional de Ciência e Tecnologia Translacional em Medicina; Canadian Prostate Cancer Research Initiative; Ministry of Education, Science and Technology; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Universiteit Maastricht; National Science Council; University of Calgary; University of Melbourne; Università degli Studi di Ferrara; Universität Heidelberg; Transport Accident Commission; European Commission; Health Foundation Limburg; Alberta Innovates; National Research Foundation; National Institute for Health and Care Research; Waikato Medical Research Foundation; Canadian Institutes of Health Research; Multiple Sclerosis Society of Canada; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Agencia de Innovación y Desarrollo de Andalucía; Canadian Breast Cancer Research Alliance; Instituto de Salud Carlos III; National Research Foundation of Korea; Institut de recherche, Centre universitaire de santé McGill; Deutsche Rentenversicherung; Ministerio de Sanidad, Consumo y Bienestar Social; McGill University Health Centre; American Psychological Association; Hotchkiss Brain Institute; Hunter Medical Research Institute; Alberta Innovates - Health Solutions; National Health and Medical Research Council; Jewish General Hospital","keywords":"CIDI; Depression (economics); Psychology; Meta-analysis; Anxiety; Clinical psychology; Scale (ratio); Psychometrics; Psychiatry; Anxiety disorder; Medicine; Internal medicine; Cartography","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01154499,0.002688944,0.01707773,0.004282214,0.0005360395,0.002787191,0.001775348,0.001741343,0.00364865],"category_scores_gemma":[0.02112676,0.001659398,0.03625126,0.003872443,0.000792125,0.001666866,0.001391364,0.002756052,0.000362275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961395,"about_ca_system_score_gemma":0.001760062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00428049,"about_ca_topic_score_gemma":0.01447036,"domain_scores_codex":[0.9946228,0.002070832,0.001728029,0.0008303392,0.000584372,0.0001635253],"domain_scores_gemma":[0.990905,0.006845523,0.001129225,0.0004454798,0.0005331822,0.0001414892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004097039,0.00003425407,0.004204576,0.1542174,0.8161145,0.0000890783,0.00008844773,0.0003195906,0.0002840376,0.0001023393,0.0006663311,0.01978242],"study_design_scores_gemma":[0.0009260583,0.0001701781,0.003193476,0.006708124,0.9875277,0.00008200737,0.00003533793,0.00008401732,0.00009742741,0.0001477465,0.001007755,0.00002015995],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009662207,0.9879689,0.0008891762,0.0001195588,0.0001677128,0.0002490926,0.0005960306,0.00003746339,0.000309863],"genre_scores_gemma":[0.3181062,0.6738476,0.003785158,0.0009649469,0.0002318542,0.000860978,0.001350721,0.00009648444,0.0007559198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9829223,"threshold_uncertainty_score":0.06105644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6956122188550681,"score_gpt":0.5620694088974824,"score_spread":0.1335428099575857,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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