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Lundbeck A/S; National Institutes of Health; American Psychological Association; U.S. Department of Defense; People’s Liberation Army Navy General Hospital; Fonds Spéciaux de Recherche; Fondation Pierre Deniker pour la Recherche et la Prévention en Santé Mentale; Universiteit Gent; Bijzonder Onderzoeksfonds UGent; Ministerstvo Zdravotnictví Ceské Republiky; Ministry of Education; Academisch Medisch Centrum; Natural Science Foundation of Jiangsu Province; ZonMw; Ministry of Education of the People's Republic of China; International Society for the Study of Trauma and Dissociation; Chinese Academy of Sciences; Deutsche Forschungsgemeinschaft; National Center for PTSD, U.S. Department of Veterans Affairs; Arrowhead Pharmaceuticals; Institute for Clinical and Translational Research, University of Wisconsin, Madison; Sage Therapeutics; McLean Hospital; Ministerstvo Školství, Mládeže a Tělovýchovy; Genentech; ACADIA Pharmaceuticals; Congressionally Directed Medical Research Programs; BIRD Foundation; Michael J. Fox Foundation for Parkinson's Research; Jazz Pharmaceuticals; Waisman Center; National Alliance for Research on Schizophrenia and Depression; Neurocrine Biosciences; Government of Jiangsu Province; Vanderbilt University; Eisai; National Natural Science Foundation of China; U.S. Department of Veterans Affairs; Office of Research and Development; Rehabilitation Research and Development Service; Brain and Behavior Research Foundation; South African Medical Research Council; Takeda Oncology","keywords":"Workgroup; Mega-; Psychology; Clinical psychology; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003405129,0.0004067108,0.0006433729,0.0002598402,0.0005961587,0.0002283818,0.0007280881,0.0001203588,0.0001420476],"category_scores_gemma":[0.0006642325,0.0002546043,0.0001966693,0.00274418,0.001886821,0.0001884684,0.0002528134,0.0006108861,0.000003164869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001663266,"about_ca_system_score_gemma":0.00007771094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008380588,"about_ca_topic_score_gemma":0.0002815348,"domain_scores_codex":[0.9959368,0.001008923,0.0005934224,0.001243963,0.0005156278,0.0007013165],"domain_scores_gemma":[0.9964508,0.002478673,0.0004185712,0.0003652029,0.0001664821,0.0001202156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003730722,0.0003435711,0.9903976,0.000009943831,0.0004436566,0.00001420607,0.001250237,0.000004117411,0.0008545237,0.001409941,0.00001566797,0.004883418],"study_design_scores_gemma":[0.001316998,0.0006691638,0.9917126,0.0002677173,0.0004718992,0.000004113647,0.002364842,0.001605373,0.00003438473,0.001275966,0.000006396125,0.000270498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929449,0.0009523958,0.00280828,0.001113197,0.00043493,0.0006897596,0.0003153135,0.0000688166,0.0006724239],"genre_scores_gemma":[0.9963368,0.00003596241,0.00005182452,0.00339547,0.00002934192,0.00005785342,0.00003100972,0.00001803135,0.00004369062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00461292,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0670033520798026,"score_gpt":0.3631830262406623,"score_spread":0.2961796741608597,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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