{"id":"W1487221018","doi":"","title":"Mortality differentials by lifetime earnings decile: implications for evaluations of proposed Social Security law changes.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decile; Earnings; Social security; Entitlement (fair division); Demographic economics; Economics; Health and Retirement Study; Population; Demography; Actuarial science; Statistics; Sociology; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336875,0.0001071699,0.0002154538,0.00002576136,0.0006994256,0.00008752892,0.0002622125,0.0001043685,0.0002970652],"category_scores_gemma":[0.0005110336,0.0001026302,0.0001141561,0.0001695879,0.0005152865,0.0001543327,0.00004693794,0.00006044339,0.000009079509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543339,"about_ca_system_score_gemma":0.00007286225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006527174,"about_ca_topic_score_gemma":0.004684249,"domain_scores_codex":[0.9983069,0.0002581894,0.0003053361,0.0002728989,0.0004109052,0.000445783],"domain_scores_gemma":[0.9989048,0.000154234,0.0002099707,0.0002049006,0.000362281,0.0001638233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004351281,0.003110989,0.5012313,0.0003788878,0.0005125401,4.119282e-8,0.04709976,0.000001421944,0.003362114,0.1891867,0.1336769,0.1213959],"study_design_scores_gemma":[0.0003827056,0.00002144422,0.9445844,0.000003019696,0.00009152821,1.873904e-8,0.0006123746,0.000007030575,0.0008853849,0.04049688,0.01276085,0.0001543647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666163,0.00004052862,0.0001850062,0.01660832,0.0001914799,0.00606156,0.0002267902,0.00008245407,0.00998759],"genre_scores_gemma":[0.9902069,0.00001977261,0.00003055923,0.0001656087,0.0002283984,0.008601696,0.00007948598,0.00001079186,0.0006567974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4433531,"threshold_uncertainty_score":0.9867178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.237322198874012,"score_gpt":0.430311425242415,"score_spread":0.192989226368403,"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."}}