{"id":"W3059694739","doi":"10.1159/000509283","title":"Probability of Major Depression Classification Based on the SCID, CIDI, and MINI Diagnostic Interviews: A Synthesis of Three Individual Participant Data Meta-Analyses","year":2020,"lang":"en","type":"article","venue":"Psychotherapy and Psychosomatics","topic":"Treatment of Major Depression","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"National Cancer Institute; Lady Davis Institute for Medical Research; Universitätsklinikum Hamburg-Eppendorf; Sydney Medical School; Fonds de Recherche du Québec - Santé; School of Medicine and Dentistry, University of Rochester; Medical Center, University of Rochester; Johns Hopkins Bloomberg School of Public Health; Samsung; Lietuvos Sveikatos Mokslų Universitetas; Universidade do Minho; Universidade Federal de Minas Gerais; Goethe-Universität Frankfurt am Main; Chinese University of Hong Kong; University of Cape Town; Università degli Studi di Ferrara; Monash University; Universidad de Buenos Aires; Birkbeck, University of London; University of Rochester; Universität Hamburg; Inyuvesi Yakwazulu-Natali; University of Washington; Università degli Studi di Firenze; Universidade de São Paulo; Shimane University; Duke Global Health Institute, Duke University; Mahidol University; National and Kapodistrian University of Athens; University of Ioannina; Chang Gung University; Bar-Ilan University; Amsterdam University Medical Centers; Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz; Sungkyunkwan University; Chang Gung Medical Foundation; Neuroscience Research Australia; University of Oxford; Chonnam National University; University of Technology Sydney; Macquarie University; University of Toronto; University of Pittsburgh; Universiteit Maastricht; University of New South Wales; Australian National University; Jewish General Hospital; Universiti Kebangsaan Malaysia; George Washington University; King's College London; Agency for Healthcare Research and Quality; Dublin City University; National Institute for Health and Care Research; University of Notre Dame; London School of Hygiene and Tropical Medicine; Johns Hopkins University; Canadian Institutes of Health Research; University of Southampton; Universidade de Macau; University of Connecticut; Iran University of Medical Sciences","keywords":"CIDI; Depression (economics); Odds ratio; Confidence interval; Odds; Medicine; Meta-analysis; Psychiatry; Psychology; Clinical psychology; Logistic regression; Comorbidity; Internal medicine; National Comorbidity Survey","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":[],"consensus_categories":[],"category_scores_codex":[0.08778223,0.005589286,0.02529624,0.01354322,0.0009494527,0.00591954,0.00399131,0.003090675,0.004019232],"category_scores_gemma":[0.18689,0.00311334,0.07804251,0.009697595,0.001639046,0.003207686,0.003330723,0.003232975,0.0004382392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004534054,"about_ca_system_score_gemma":0.003447899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00629702,"about_ca_topic_score_gemma":0.008958315,"domain_scores_codex":[0.9259874,0.04246813,0.01864788,0.006883309,0.00532184,0.0006914373],"domain_scores_gemma":[0.8562326,0.1193325,0.01322978,0.005502532,0.005212053,0.0004903967],"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":[0.001683799,0.00001852312,0.004731625,0.1435536,0.8377154,0.00007831259,0.0001028482,0.0007581835,0.0001297662,0.0002632819,0.0004298674,0.01053479],"study_design_scores_gemma":[0.0006352967,0.0001409429,0.002551911,0.01609752,0.9783551,0.00006452134,0.00003783444,0.000225977,0.0001134419,0.0006210217,0.001121316,0.0000352235],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007675241,0.9777337,0.008399322,0.0005098354,0.000366844,0.001597915,0.002980605,0.0001770187,0.0005594741],"genre_scores_gemma":[0.3833121,0.5684322,0.02563064,0.002347103,0.0006552251,0.01301643,0.005721697,0.0003519165,0.0005327024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08778223,"threshold_uncertainty_score":0.4642424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.583752370349159,"score_gpt":0.4205856273848448,"score_spread":0.1631667429643143,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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