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Lundbeck A/S; Ministerio de Economía, Fomento y Turismo, Chile; Alberta Health Services; Crohn's and Colitis Canada; Multiple Sclerosis Society; Universidade de São Paulo; National Health Research Institutes; Universidade de Macau; Universiteit Stellenbosch; McGill University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Agency for Healthcare Research and Quality; Ministero della Salute; Alberta Innovates - Health Solutions; Health Resources and Services Administration; Department for International Development; Bundesministerium für Bildung und Forschung; Pennsylvania Department of Health; Cumming School of Medicine, University of Calgary; University of Technology Sydney; Alberta Innovates; National Institute for Health and Care Research; Hotchkiss Brain Institute; Universiteit van Amsterdam; Universität Heidelberg; National Center for Research Resources; National Institute of General Medical Sciences; Duke Global Health Institute, Duke University; Centers for Disease Control and Prevention; National Center for Medical Rehabilitation Research; United States Agency for International Development; Grand Challenges Canada; Academisch Medisch Centrum; Banco Santander; Tehran University of Medical Sciences and Health Services; Research Manitoba; National Institute on Disability and Rehabilitation Research; University of Washington; Pfizer; Faculty of Medicine, McGill University; McGill University Health Centre; Lance Armstrong Foundation; Government of the United Kingdom; Williams; University of Michigan; Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Department of Health and Human Services; National Institute of Mental Health; Hunter Medical Research Institute; Programme Grants for Applied Research; Health Research; Consejo Nacional de Ciencia y Tecnología; ZonMw; National Multiple Sclerosis Society","keywords":"Patient Health Questionnaire; Medicine; Confidence interval; Depression (economics); Meta-analysis; Prevalence; Epidemiology; Internal medicine; Psychiatry; Depressive symptoms; Anxiety","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.04036412,0.003447524,0.0194151,0.00266841,0.000481094,0.003792248,0.00364904,0.002990522,0.003280874],"category_scores_gemma":[0.07869212,0.002165804,0.0343804,0.002917632,0.001058123,0.002696111,0.001908774,0.003529344,0.0004884343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701974,"about_ca_system_score_gemma":0.001940637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004834571,"about_ca_topic_score_gemma":0.01315944,"domain_scores_codex":[0.9713388,0.01698014,0.006023284,0.00309218,0.002138367,0.0004273099],"domain_scores_gemma":[0.9430156,0.04855522,0.004014502,0.002787301,0.001352115,0.0002751466],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002565401,0.00002383819,0.01026979,0.05298821,0.910836,0.00007060936,0.00007486131,0.0003125791,0.0001212971,0.0001870843,0.0009064965,0.02164376],"study_design_scores_gemma":[0.001300043,0.0002336515,0.009051166,0.004885102,0.9815407,0.0001164882,0.00005104466,0.0002975324,0.0001029184,0.0005880813,0.001804139,0.00002915177],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0151331,0.977268,0.004388334,0.0007883828,0.0006643406,0.0001939101,0.0009729748,0.00007941011,0.000511491],"genre_scores_gemma":[0.5273454,0.4504494,0.01018271,0.006444167,0.0008293368,0.0008951043,0.002607436,0.000247681,0.0009987068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9805849,"threshold_uncertainty_score":0.2134684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8860978782947718,"score_gpt":0.6990942912162713,"score_spread":0.1870035870785005,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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