{"id":"W3123599694","doi":"10.2139/ssrn.3304153","title":"The Effect of College Education on Health and Mortality: Evidence from Canada","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université du Québec à Montréal; Université Laval","funders":"","keywords":"Medicine; Gerontology; Demography; Psychology; Family medicine; Environmental health; Political science; 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":[0.004192822,0.0004621203,0.001522579,0.002876303,0.002812634,0.002824185,0.002113049,0.001604163,0.008231075],"category_scores_gemma":[0.02384647,0.0004602236,0.002348096,0.008102379,0.002006439,0.0007744554,0.002194253,0.00245599,0.0003332702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02596736,"about_ca_system_score_gemma":0.08051287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915564,"about_ca_topic_score_gemma":0.9953003,"domain_scores_codex":[0.9948112,0.0009393462,0.0004441666,0.0005500521,0.001517734,0.001737578],"domain_scores_gemma":[0.9737189,0.006278647,0.003924558,0.0008098672,0.009430418,0.00583767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001831728,0.0005606432,0.9237475,0.002545576,0.002843028,0.0002111043,0.001140624,0.0004961423,0.00009959003,0.002105925,0.01203625,0.0523819],"study_design_scores_gemma":[0.0003565768,0.0001393724,0.9865153,0.002070532,0.002605293,0.00004973042,0.001465627,0.0001750534,0.0000949641,0.0003747938,0.006112387,0.0000403927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7475329,0.1517417,0.0004949737,0.02564115,0.0009380616,0.000270108,0.02502093,0.00004615374,0.04831406],"genre_scores_gemma":[0.9614244,0.03003618,0.0003441953,0.002586648,0.0001929261,0.00004441679,0.003369526,0.00001979845,0.001981919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596736,"threshold_uncertainty_score":0.1884072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502821976847508,"score_gpt":0.3534730314795011,"score_spread":0.338444811711026,"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."}}