{"id":"W3208645479","doi":"10.1016/j.jpsychires.2021.10.030","title":"Dynamics between psychological distress and body mass index throughout adult life; evidence from 3 large cohort studies","year":2021,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"National Institute on Aging; Medical Research Council; Economic and Social Research Council; Kaiser Foundation Research Institute; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada; Fundação de Amparo à Pesquisa do Estado de São Paulo; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Wellcome Trust","keywords":"Body mass index; Demography; Cohort; Medicine; Longitudinal study; Psychology; Epidemiology; Cohort study; Gerontology; Internal medicine","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":[0.003021872,0.0001644875,0.0008149268,0.0002614467,0.0002505711,0.00003792924,0.0001735814,0.0001973113,0.00006412341],"category_scores_gemma":[0.002089605,0.000120647,0.0001978443,0.0007897908,0.0001627541,0.0001272711,0.0001294638,0.001665857,0.00001421576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570913,"about_ca_system_score_gemma":0.0009270397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002157368,"about_ca_topic_score_gemma":0.00006633619,"domain_scores_codex":[0.9959077,0.0006665617,0.0009384396,0.0003808702,0.001433542,0.0006728637],"domain_scores_gemma":[0.9962226,0.000995943,0.0002685259,0.000362108,0.001117805,0.001032989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000819067,0.0002620585,0.9884582,0.0003829044,0.0002341344,0.0003196115,0.0002925772,1.41995e-7,0.00001834114,0.00009537461,0.004881057,0.004236531],"study_design_scores_gemma":[0.002412797,0.001292082,0.9896686,0.0005231625,0.0002090523,0.0002161361,0.003221269,0.00005190747,0.00001884869,0.001910488,0.000370084,0.0001055861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547304,0.02912498,0.0005722632,0.01332303,0.0008213732,0.0003985367,0.00008599387,0.0000104977,0.0009329483],"genre_scores_gemma":[0.9447972,0.05033227,0.002310724,0.0005090881,0.001834038,0.000009075935,0.00002142473,0.00001892027,0.000167292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02120729,"threshold_uncertainty_score":0.7237414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178174198410775,"score_gpt":0.5261261131631035,"score_spread":0.408308693322026,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}