{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006682418,0.000240231,0.0007280499,0.00007218934,0.00006453087,0.00002345064,0.0003123005,0.00009390905,0.0002010865],"category_scores_gemma":[0.0007034157,0.0001264969,0.0001424277,0.0002268725,0.0002251342,0.00007999753,0.00003054921,0.0001283381,0.000002156315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003532358,"about_ca_system_score_gemma":0.00002925947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001259599,"about_ca_topic_score_gemma":0.00001955266,"domain_scores_codex":[0.9979226,0.0003078994,0.0006823029,0.0004806074,0.0004581433,0.0001484641],"domain_scores_gemma":[0.9955325,0.002575109,0.0004635439,0.001232507,0.00005950427,0.0001368282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00884893,0.01120956,0.6426913,0.00634628,0.02973343,0.00001324975,0.01326953,0.00005130324,0.05969045,0.001135898,0.01326649,0.2137436],"study_design_scores_gemma":[0.008515311,0.003136887,0.8415776,0.002872543,0.0497312,0.0000144697,0.0007901344,0.04063099,0.0403998,0.009900926,0.001745037,0.0006850563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463009,0.01330421,0.006265484,0.031131,0.00008363021,0.002234059,0.0003832564,0.0000524196,0.0002450918],"genre_scores_gemma":[0.9904621,0.0008739541,0.007385271,0.001026666,0.00003315046,0.0001625604,0.00002996957,0.00002356303,0.00000281435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2130585,"threshold_uncertainty_score":0.5158396,"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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