{"id":"W2888269359","doi":"10.1093/eurpub/cky166","title":"Childhood socioeconomic circumstances and disability trajectories in older men and women: a European cohort study","year":2018,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Economic and Social Research Council; Fonds Wetenschappelijk Onderzoek; Vlaamse regering; European Commission; National Institute on Aging; Max-Planck-Gesellschaft; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institutes of Health; National Science Foundation","keywords":"Socioeconomic status; Disadvantaged; Gerontology; Activities of daily living; Confounding; Logistic regression; Demography; Life course approach; Cohort; Cohort study; Population; Medicine; Disadvantage; Health and Retirement Study; Longitudinal study; Psychology; Environmental health; Developmental psychology; Physical therapy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03938858,0.0001375796,0.0004339307,0.00010045,0.0006554899,0.0002561297,0.000268361,0.00001835643,0.00015218],"category_scores_gemma":[0.0005616373,0.0001189522,0.00003561081,0.0001575191,0.0007127084,0.0005336812,0.00007057848,0.000298037,0.000008827536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004992605,"about_ca_system_score_gemma":0.0007035244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010476,"about_ca_topic_score_gemma":0.002428805,"domain_scores_codex":[0.9893376,0.008410396,0.0009117183,0.0002683121,0.0003142673,0.0007576929],"domain_scores_gemma":[0.9982585,0.0002118664,0.0004317442,0.0001479523,0.0001023783,0.0008475091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003813976,0.0001971588,0.8007088,0.0000290448,0.0000234472,0.000009673402,0.1686202,4.866893e-8,6.97451e-8,0.000281072,0.0003776864,0.02974901],"study_design_scores_gemma":[0.0007938404,0.0004259492,0.8757897,0.00002762381,0.000003032879,0.00000654619,0.1117339,7.138839e-7,3.440541e-8,0.00007439466,0.01105027,0.00009404606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688272,0.0005102835,0.00003417634,0.01637187,0.0003359542,0.0004110706,0.000004846568,0.00001960895,0.01348496],"genre_scores_gemma":[0.9966371,0.000756154,0.00006168111,0.001583435,0.0008601283,0.000002046544,3.845556e-7,0.0000209006,0.0000781562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07508095,"threshold_uncertainty_score":0.9891516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100041361452626,"score_gpt":0.3227286143129203,"score_spread":0.291728200698394,"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."}}