{"id":"W2056104646","doi":"10.1136/jech.57.5.361","title":"Social inequalities in depressive symptoms and physical functioning in the Whitehall II study: exploring a common cause explanation","year":2003,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Agency for Healthcare Research and Quality; British Heart Foundation; National Heart, Lung, and Blood Institute; McGill University; Health and Safety Executive; National Institute on Aging; Queen Mary University of London; Medical Research Council; John D. and Catherine T. MacArthur Foundation","keywords":"Medicine; Retinal; Supravalvular aortic stenosis; Ophthalmology; Fundus (uterus); Visual acuity; Elastin; Internal medicine; Pathology; Stenosis","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02838733,0.0001080914,0.0006807254,0.000191892,0.001990913,0.00001983988,0.0002663147,0.0000843238,0.000004751405],"category_scores_gemma":[0.006872861,0.00008274351,0.00005944588,0.0002645398,0.000197356,0.0003480788,0.00005644222,0.001555463,2.662909e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227268,"about_ca_system_score_gemma":0.0004385319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.090666,"about_ca_topic_score_gemma":0.2791415,"domain_scores_codex":[0.9708645,0.02734359,0.000972938,0.00009718425,0.0002094076,0.0005124167],"domain_scores_gemma":[0.9881819,0.01079482,0.000652866,0.0001643384,0.00007579249,0.0001302298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002338622,0.0002634448,0.7165687,0.00003169391,0.00001217124,0.000003104118,0.2484027,0.00004855804,6.499004e-8,0.03314289,0.0001677451,0.001335532],"study_design_scores_gemma":[0.0005770799,0.0003777042,0.7389501,0.00009104776,0.000007705735,0.000005839574,0.2501689,0.00001391524,8.520005e-8,0.008298238,0.001453881,0.00005555493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97787,0.000644382,0.00003238314,0.02043016,0.0002194211,0.0002519987,0.000001420491,0.00000683912,0.0005433494],"genre_scores_gemma":[0.9942349,0.0007189134,0.00004092591,0.004785875,0.000180441,0.00002413713,0.000001456177,0.000005653347,0.000007670756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1884755,"threshold_uncertainty_score":0.9993083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3277827197327473,"score_gpt":0.4762723076993322,"score_spread":0.148489587966585,"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."}}