{"id":"W1965082073","doi":"10.1007/s12062-014-9111-x","title":"Health and Work at Older Ages: Using Mortality to Assess the Capacity to Work Across Countries","year":2015,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute on Aging","keywords":"Demography; Work (physics); Mortality rate; Gerontology; Medicine; Demographic economics; Sociology; Economics","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":[0.00433073,0.00008257209,0.0002021789,0.00003391564,0.000846802,0.0002500828,0.0001374315,0.00004178215,0.00001299905],"category_scores_gemma":[0.0006799172,0.00006055606,0.00005027592,0.0003264002,0.00008794792,0.0002793145,0.00006678647,0.0001091397,0.000003030823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008771123,"about_ca_system_score_gemma":0.00008451386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005787353,"about_ca_topic_score_gemma":0.006984909,"domain_scores_codex":[0.9980475,0.0003928683,0.0004382746,0.0001200287,0.000727222,0.0002740915],"domain_scores_gemma":[0.9988379,0.00009042423,0.000338069,0.0001225964,0.0001923253,0.00041866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002652929,0.00001676879,0.9279367,0.00001136613,0.0000115822,0.000001898017,0.06893659,0.001376598,0.0000031561,0.0001694566,0.0008381287,0.0006712044],"study_design_scores_gemma":[0.0001365234,0.00003489008,0.9856232,0.0001587893,0.00001067125,0.000001372666,0.009440162,0.000009037801,0.000003443953,0.0004914766,0.004009414,0.00008105605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905192,0.0001118838,0.0008115572,0.007596589,0.0006116852,0.0002612649,0.000001672096,0.00001001173,0.00007615557],"genre_scores_gemma":[0.9978468,0.00001294028,0.0007013402,0.0009984244,0.0003677,0.000001611911,6.949791e-7,0.000006167478,0.0000643457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05949642,"threshold_uncertainty_score":0.8748786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5065709692932532,"score_gpt":0.5163891920500203,"score_spread":0.009818222756767137,"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."}}