{"id":"W2110637732","doi":"10.1017/s0144686x11000985","title":"Increased longevity from viewing retirement positively","year":2012,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Longevity; Health and Retirement Study; Gerontology; Psychology; Cohort; Retirement community; Cohort study; Demography; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373387,0.0001068146,0.0001482329,0.000006372063,0.0008835518,0.00008354127,0.00009710888,0.00008828434,0.0001292755],"category_scores_gemma":[0.00009798642,0.0001006998,0.0001275297,0.00008695376,0.0002551517,0.0002513316,0.00006714412,0.0001087125,0.0000158408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721534,"about_ca_system_score_gemma":0.00003599778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01864219,"about_ca_topic_score_gemma":0.0002562107,"domain_scores_codex":[0.9986495,0.0002428332,0.000154746,0.0002067239,0.0003404374,0.0004057106],"domain_scores_gemma":[0.9993997,0.0001507172,0.00005678242,0.0001343211,0.00003435744,0.0002241573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006091226,0.0001788747,0.8138528,0.00003149251,0.00008328246,0.000001456043,0.1726671,2.778848e-7,0.0009232251,0.001724032,0.002568076,0.007963355],"study_design_scores_gemma":[0.0003182213,0.00002420353,0.9552089,0.00006919084,0.0000718196,1.086739e-7,0.02334296,0.00002457103,0.0002977721,0.0008293882,0.01956202,0.0002508374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870802,0.0007961959,0.0001267869,0.0006480634,0.000238365,0.0001801824,0.000007950119,0.00007102124,0.0108513],"genre_scores_gemma":[0.9975343,0.0005718089,0.0005296619,0.0006824376,0.0004720461,0.00001234566,0.000009568254,0.000007915296,0.0001798552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1493241,"threshold_uncertainty_score":0.9878927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687291094196293,"score_gpt":0.391488761219599,"score_spread":0.2227596517999696,"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."}}