{"id":"W2782161725","doi":"10.1016/j.socscimed.2018.01.005","title":"Does college major matter for women's and men's health in midlife? Examining the horizontal dimensions of educational attainment","year":2018,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Bachelor; Educational attainment; Psychology; Odds; Gerontology; Human capital; Horizontal and vertical; Inequality; Educational inequality; Life course approach; Social capital; Dimension (graph theory); Sociology; Demographic economics; Social psychology; Demography; Developmental psychology; Medicine; Social science; Economic growth; Logistic regression; Economics; Geography","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":[0.001829984,0.0003335693,0.0005845838,0.001331271,0.001523358,0.002217008,0.001111493,0.001455854,0.003751912],"category_scores_gemma":[0.00988839,0.0003763366,0.001581394,0.002083099,0.001249746,0.002004155,0.002524627,0.001734782,0.000290644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009561887,"about_ca_system_score_gemma":0.00151608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05715775,"about_ca_topic_score_gemma":0.1135514,"domain_scores_codex":[0.9983426,0.0004487272,0.0001041199,0.0002518047,0.0001811698,0.0006715783],"domain_scores_gemma":[0.9941369,0.001421084,0.001985651,0.0004169508,0.0004125216,0.001626857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001123063,0.00006287996,0.9958392,0.00001166474,0.0001466158,0.00002337579,0.000448996,0.00003075899,0.00005463496,0.000432841,0.0001502028,0.002686615],"study_design_scores_gemma":[0.00000415704,0.00004817045,0.997451,0.0000231842,0.00004939157,0.00001203556,0.001876775,0.00008306678,0.00002366489,0.0002686758,0.0001557974,0.000004124859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942085,0.001031213,0.0001015696,0.001612267,0.00005084073,0.000008529868,0.0004435615,0.000004215272,0.002539272],"genre_scores_gemma":[0.9994672,0.0001304054,0.00002815461,0.00007797022,0.00002002888,0.000002817267,0.0001376385,0.000001444849,0.0001342256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05715775,"threshold_uncertainty_score":0.1136501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335875581197992,"score_gpt":0.3679959924754085,"score_spread":0.3446372366634286,"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."}}