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Fonds de Recherche du Québec - Santé; Fogarty International Center; Canadian Institutes of Health Research; Innovatiefonds Zorgverzekeraars; China Medical University; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Health Research Council of New Zealand; National Health Research Institutes; Universiti Putra Malaysia; Mahidol University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Centers for Disease Control and Prevention; University of Melbourne; U.S. Department of Veterans Affairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Universität Heidelberg; University of Auckland; University of Oxford; Division of Materials Research; National Institute for Health and Care Research; Wellcome Trust; Pfizer; Faculty of Medicine, McGill University; University of Washington; Ministry of Health, Labour and Welfare; National Institutes of Health; Robert Wood Johnson Foundation; Health Services Research and Development; McGill University Health Centre; National Institute on Minority Health and Health Disparities; Programme Grants for Applied Research; McGill University; American Federation for Aging Research; National Science Foundation; National Heart, Lung, and Blood Institute; Tehran University of Medical Sciences and Health Services; Ischemia Research and Education Foundation; Hunter Medical Research Institute; American Psychological Association; University of Connecticut","keywords":"Cutoff; Medicine; Mean difference; Patient Health Questionnaire; Meta-analysis; Bivariate analysis; Depression (economics); Confidence interval; Statistics; Internal medicine; Depressive symptoms; Psychiatry; Physics; Mathematics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02465296,0.0002801065,0.003215886,0.001851699,0.000097555,0.00003746985,0.001231884,0.000189695,0.0000101431],"category_scores_gemma":[0.02323375,0.0001546662,0.0008267213,0.002421149,0.0002392628,0.0001654838,0.001000563,0.002041962,3.103028e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271022,"about_ca_system_score_gemma":0.002600265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008447934,"about_ca_topic_score_gemma":0.0001391644,"domain_scores_codex":[0.9827585,0.007254677,0.006417726,0.0005295982,0.00266184,0.0003776569],"domain_scores_gemma":[0.9793137,0.006079285,0.01181872,0.000969796,0.001672517,0.0001459501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01697974,0.007665007,0.1645314,0.07075483,0.1755112,0.0002698978,0.01262433,0.005146854,0.00002918159,0.0001105917,0.001821552,0.5445554],"study_design_scores_gemma":[0.01903935,0.007542979,0.1113943,0.6098637,0.2118808,0.001313989,0.00614977,0.01816553,0.002892742,0.0006383694,0.009751233,0.001367291],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01163527,0.9838176,0.00008791368,0.001253119,0.001955922,0.0009947632,0.0002245664,0.00000224454,0.00002865235],"genre_scores_gemma":[0.201724,0.7673876,0.03039183,0.00007961534,0.0002504982,0.00004057384,0.00007491334,0.00003787673,0.00001314435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5431881,"threshold_uncertainty_score":0.984994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6954222999208811,"score_gpt":0.672123560534125,"score_spread":0.02329873938675608,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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