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Lundbeck A/S; Monash University; Sociedad Española de Reumatología; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Imperial College London; University of Tasmania; University of Leicester; National Institute of Environmental Health Sciences; PepsiCo; Arthritis Foundation of Australia; Brien Holden Vision Institute; National Institute for Health and Care Research; Australian Government; University of Sydney; World Health Organization; Wellcome Trust; Cilag; Robert Wood Johnson Foundation; Regeneron Pharmaceuticals; World Heart Federation; University of Otago; Health Research Council of New Zealand; University of New South Wales; U.S. Department of Veterans Affairs; European Chemical Industry Council; Universidad de Navarra; Bill and Melinda Gates Foundation; Sabin Vaccine Institute; South African Medical Research Council","keywords":"Medicine; Population; Epidemiology; Demography; Population health; Comorbidity; Disease burden; Public health; Incidence (geometry); Global health; Gerontology; Environmental health; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003295171,0.001201956,0.003738886,0.003840976,0.0003047443,0.0007560019,0.0009481262,0.000966309,0.0007774634],"category_scores_gemma":[0.005770075,0.001069178,0.01226275,0.006303121,0.0003221231,0.0008818191,0.001334711,0.0009339903,0.0002100515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315624,"about_ca_system_score_gemma":0.001986653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08799394,"about_ca_topic_score_gemma":0.1421133,"domain_scores_codex":[0.9978009,0.000494697,0.0005734214,0.0005957375,0.0003599941,0.0001752003],"domain_scores_gemma":[0.9971201,0.0006845181,0.001210486,0.0002383632,0.0005572861,0.0001891945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003723648,0.00005101451,0.8557432,0.01714869,0.09474799,0.000256968,0.0003954079,0.001339228,0.0004329411,0.0002042062,0.008492687,0.01746393],"study_design_scores_gemma":[0.0005800665,0.0002019291,0.9411635,0.002018682,0.05090358,0.0002760714,0.0002403047,0.0004956537,0.0001267929,0.0001322606,0.003799592,0.00006150229],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6323445,0.2360565,0.001421114,0.0004959947,0.000294683,0.0002310171,0.1278666,0.000126439,0.001163177],"genre_scores_gemma":[0.9229296,0.04100095,0.000994633,0.0003834717,0.0001283227,0.000307216,0.03367526,0.00003258378,0.0005480155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08799394,"threshold_uncertainty_score":0.1749635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115423921189428,"score_gpt":0.324352028729212,"score_spread":0.2831977895173177,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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