{"id":"W4200469546","doi":"10.1016/j.ssmph.2021.100992","title":"The relationship between postsecondary education and adult health behaviors","year":2021,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Educational attainment; Psychology; Postsecondary education; Graduation (instrument); Population; Demography; Bachelor; Longitudinal study; Gerontology; Vocational education; Young adult; Ethnic group; Higher education; Developmental psychology; Medicine; Sociology; Pedagogy; Geography; Political science","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":[0.0008806998,0.0001073413,0.0001345477,0.0007373155,0.0005014175,0.000552208,0.0003328381,0.0003400114,0.003270261],"category_scores_gemma":[0.005055389,0.00009409258,0.0002920011,0.001106121,0.0002591921,0.0004898814,0.0008028938,0.0007586003,0.0002115626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563502,"about_ca_system_score_gemma":0.0006762381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0463409,"about_ca_topic_score_gemma":0.07543901,"domain_scores_codex":[0.9994375,0.0001127104,0.00004758706,0.0001021724,0.0001288435,0.0001712085],"domain_scores_gemma":[0.9968702,0.0006652477,0.001401524,0.0001371053,0.0002531531,0.0006727105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001365182,0.00004014681,0.994967,0.000005258166,0.00003013917,0.0000142081,0.000084928,0.00003150137,0.00002134936,0.0001253975,0.0002935452,0.004372841],"study_design_scores_gemma":[4.448515e-7,0.000008243275,0.9996122,0.000004551128,0.000004133883,0.00001249905,0.00008908301,0.00004921208,0.000006704191,0.00005504521,0.0001568834,9.573039e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943428,0.0006497558,0.0001272684,0.0009378613,0.00002705685,0.000005841167,0.0005912885,0.000007081833,0.003311032],"genre_scores_gemma":[0.9989905,0.0002248736,0.00005714516,0.0000773306,0.00002252383,0.000003434257,0.0002707885,0.000001507547,0.0003519448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0463409,"threshold_uncertainty_score":0.09214234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06266385139914203,"score_gpt":0.4383780032637701,"score_spread":0.3757141518646281,"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."}}