{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09210452,0.0007489749,0.0009899843,0.004064353,0.0008751279,0.003179265,0.002384463,0.001885357,0.009175417],"category_scores_gemma":[0.3542486,0.000196645,0.001962334,0.003683803,0.003490809,0.005764705,0.003472726,0.002771581,0.0005452717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00235667,"about_ca_system_score_gemma":0.001047377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004533316,"about_ca_topic_score_gemma":0.0053212,"domain_scores_codex":[0.9294819,0.05717646,0.00174779,0.002294474,0.008137277,0.00116203],"domain_scores_gemma":[0.6056627,0.3659204,0.01442998,0.005253654,0.006685944,0.002047395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01253213,0.001912871,0.7546621,0.0005945093,0.003231138,0.0005392999,0.00286612,0.02361521,0.0008302726,0.07278989,0.009957008,0.1164695],"study_design_scores_gemma":[0.0007908929,0.007188647,0.7872562,0.0004308892,0.001576264,0.0002394253,0.01000865,0.1270621,0.001974886,0.05461681,0.00864475,0.0002105726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422408,0.002347363,0.01355961,0.007084519,0.0003034089,0.001263562,0.004127219,0.0001035851,0.02896991],"genre_scores_gemma":[0.9952902,0.0001512746,0.002294914,0.0004986742,0.00007746825,0.0002720189,0.0007405867,0.000008468367,0.0006665007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09210452,"threshold_uncertainty_score":0.4871011,"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."}}