{"id":"W3121986559","doi":"10.2139/ssrn.3503762","title":"The Effect of College Education on Health and Mortality: Evidence from Canada","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université du Québec à Montréal; Université Laval; HEC Montréal","funders":"","keywords":"Medicine; Political science; Gerontology; Environmental health; Demography; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004261386,0.000464292,0.001488816,0.002901834,0.002814181,0.00279927,0.002168456,0.001635006,0.008415962],"category_scores_gemma":[0.02395265,0.0004575159,0.002354506,0.008015713,0.002023809,0.0007560314,0.002133085,0.002425341,0.0003389887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02571564,"about_ca_system_score_gemma":0.07752294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910837,"about_ca_topic_score_gemma":0.9949781,"domain_scores_codex":[0.9948291,0.0009690264,0.000433652,0.000545348,0.001479892,0.001742874],"domain_scores_gemma":[0.973184,0.006512335,0.00399974,0.0008279541,0.009525327,0.005950622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001902675,0.0005858174,0.9276443,0.002402965,0.002772466,0.0002040153,0.001066253,0.0004943198,0.00009719365,0.001931063,0.01111599,0.04978292],"study_design_scores_gemma":[0.0003667329,0.0001450386,0.9873065,0.001936436,0.002461961,0.00004962453,0.00135823,0.0001789632,0.00008935038,0.0003570033,0.005711124,0.00003906792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.756001,0.145397,0.0004709521,0.02394733,0.0009007056,0.000273652,0.02400026,0.00004556976,0.04896361],"genre_scores_gemma":[0.9632444,0.02851355,0.0003265969,0.002448605,0.0001894532,0.00004315946,0.003231277,0.0000191681,0.001983817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02571564,"threshold_uncertainty_score":0.1865809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102787583523929,"score_gpt":0.3332097666111125,"score_spread":0.3221818907758732,"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."}}