{"id":"W4220850792","doi":"10.1111/caje.12582","title":"Education and income gradients in longevity: The role of policy","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Longevity; Demographic economics; Public economics; Political science; Economic growth; Economics; Gerontology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002692768,0.0001941474,0.0005244244,0.001503796,0.001032793,0.002732198,0.000430005,0.001409372,0.005305309],"category_scores_gemma":[0.009850568,0.0001315672,0.0005266442,0.002283943,0.002461874,0.002195785,0.00193615,0.001595363,0.0002602812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024559,"about_ca_system_score_gemma":0.001896833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02099424,"about_ca_topic_score_gemma":0.02486354,"domain_scores_codex":[0.9984106,0.000839045,0.00006973578,0.0001611853,0.0001480059,0.0003714114],"domain_scores_gemma":[0.9929215,0.004518311,0.001444329,0.0002334809,0.0002785381,0.0006038896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004634236,0.0003830517,0.5192667,0.0005441158,0.0003692178,0.0004357028,0.002912513,0.005160958,0.0003995666,0.3803943,0.006830821,0.08283962],"study_design_scores_gemma":[0.00005910378,0.0001755776,0.7337951,0.00145802,0.0002801885,0.0002217383,0.005912409,0.00403097,0.0003762898,0.2238552,0.02976194,0.0000734175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6695024,0.06991898,0.004126942,0.2073929,0.000602663,0.00005687251,0.001470833,0.00004555162,0.0468829],"genre_scores_gemma":[0.9846852,0.01088347,0.0004986351,0.002270797,0.000374693,0.00002122123,0.0001357921,0.000005897892,0.001124309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9790058,"threshold_uncertainty_score":0.04174411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06971649011745293,"score_gpt":0.23565547891256,"score_spread":0.165938988795107,"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."}}