{"id":"W2195595746","doi":"10.1377/hlthaff.2015.0481","title":"Measuring Recent Apparent Declines In Longevity: The Role Of Increasing Educational Attainment","year":2015,"lang":"en","type":"article","venue":"Health Affairs","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Life expectancy; Educational attainment; Demography; Longevity; Socioeconomic status; Quartile; Gerontology; Health equity; Population; Quarter (Canadian coin); Cohort; Demographic economics; Medicine; Geography; Public health; Sociology; Economic growth; Confidence interval; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006952383,0.0002460003,0.0002129543,0.00184123,0.0004352477,0.001049328,0.0004764239,0.0003510386,0.001149801],"category_scores_gemma":[0.02733808,0.00009094442,0.0002645285,0.002146063,0.0006198194,0.001479905,0.001017013,0.0008079153,0.0001450773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005999146,"about_ca_system_score_gemma":0.0007103921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01376741,"about_ca_topic_score_gemma":0.02517798,"domain_scores_codex":[0.9979143,0.001123227,0.0001720949,0.0002957802,0.0003094764,0.0001851083],"domain_scores_gemma":[0.9867069,0.0060391,0.003786781,0.00117385,0.001636323,0.0006571276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003364743,0.00002204557,0.9869857,0.0000378073,0.00007837808,0.00001072061,0.0003169043,0.0003502917,0.0001108508,0.0007451316,0.0003467202,0.01096184],"study_design_scores_gemma":[0.000001128658,0.00007208047,0.9968181,0.00003039024,0.00003999898,0.00002858261,0.0003879241,0.0006328312,0.0001918549,0.0007029846,0.0010882,0.000005765957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772722,0.002676878,0.005473236,0.002308196,0.00006728135,0.00004436305,0.00338279,0.0000309353,0.008744167],"genre_scores_gemma":[0.9978396,0.0003117007,0.0008373671,0.0001442839,0.00003755443,0.00001820276,0.0005610104,0.000002690158,0.0002475803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01376741,"threshold_uncertainty_score":0.0367682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073227226474824,"score_gpt":0.378006426410476,"score_spread":0.2706837037629936,"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."}}