{"id":"W2283039085","doi":"10.1177/0022146515594188","title":"Educational Inequalities in Health Behaviors at Midlife","year":2015,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Birth, Development, and Health","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Institute on Aging; Stony Brook University","keywords":"Cognition; Psychology; Educational attainment; Health education; Inequality; National Child Development Study; Gerontology; Developmental psychology; Prestige; Health equity; Social determinants of health; Life course approach; Public health; Socioeconomic status; Medicine; Environmental health; Population; 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":[0.0009183962,0.0001744893,0.0002547483,0.001166418,0.0006572668,0.0007879625,0.0003686703,0.0004224291,0.001851312],"category_scores_gemma":[0.00503184,0.0001803075,0.0003917718,0.00134289,0.0003148573,0.0006099028,0.0008893861,0.0007526087,0.0001620486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005799292,"about_ca_system_score_gemma":0.0003808311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06082164,"about_ca_topic_score_gemma":0.1136886,"domain_scores_codex":[0.9993036,0.0001630471,0.00005253188,0.0001330814,0.00009927274,0.00024857],"domain_scores_gemma":[0.9982406,0.0004936742,0.0006232527,0.0001960284,0.0001418223,0.0003046284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002957929,0.00004234663,0.9964893,0.000005785952,0.00006861158,0.00001923845,0.0002145729,0.00007224442,0.00008444126,0.0003080986,0.00009639283,0.002569536],"study_design_scores_gemma":[5.514212e-7,0.000008899955,0.9996623,0.000004350844,0.000007936419,0.000008044335,0.00006395385,0.00008386227,0.00001579657,0.00007004336,0.00007312143,0.000001017737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958525,0.0005429612,0.0002011782,0.0003672454,0.000008421328,0.000006586373,0.001109357,0.000006117626,0.001905768],"genre_scores_gemma":[0.9993744,0.00008726446,0.00006196008,0.00003584203,0.000006170318,0.000004284894,0.0002901656,7.758523e-7,0.0001390416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06082164,"threshold_uncertainty_score":0.1209353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282372123856982,"score_gpt":0.4243931372816574,"score_spread":0.2961559248959592,"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."}}