{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333947,0.0003505349,0.0005403368,0.000800617,0.0006662504,0.000910272,0.0004366941,0.0005947914,0.001298274],"category_scores_gemma":[0.00142943,0.0004077216,0.0007523169,0.001909081,0.0002634111,0.000654676,0.0007920658,0.0005456795,0.0002730732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003790762,"about_ca_system_score_gemma":0.0004377133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03112682,"about_ca_topic_score_gemma":0.03019595,"domain_scores_codex":[0.9994523,0.0001186584,0.00007185833,0.0001563177,0.00008376993,0.0001171043],"domain_scores_gemma":[0.9992361,0.00007901742,0.000267315,0.0001257856,0.00009976847,0.0001919963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009439562,0.00003823768,0.9981059,0.00001824732,0.0001446073,0.0001055756,0.0001906515,0.00002559927,0.00009067269,0.00002925049,0.0001973437,0.0009594694],"study_design_scores_gemma":[0.000005998934,0.00003767963,0.9992821,0.0000142985,0.00003980908,0.00007931248,0.000168088,0.00002515478,0.00001360871,0.00001330106,0.0003177711,0.000002883458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953765,0.001067177,0.000139089,0.00008019214,0.00001612151,0.00002334922,0.002761806,0.000004050824,0.0005317442],"genre_scores_gemma":[0.9965267,0.0007810306,0.0001621476,0.00009874794,0.00001681853,0.00003863556,0.001983578,0.000004328684,0.0003879542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03112682,"threshold_uncertainty_score":0.06189132,"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."}}