{"id":"W3210303239","doi":"10.1136/oem-2021-epi.5","title":"O-447 Association of Perceived Job Security and Chronic Health Conditions with Retirement in Older UK and U.S Workers","year":2021,"lang":"en","type":"article","venue":"Oral Presentations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Incidence (geometry); Cohort study; Social security; Proportional hazards model; Demography; Gerontology; Longitudinal study; Internal medicine; 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":[0.001793959,0.0001246023,0.0002617635,0.001007314,0.0004612909,0.000814983,0.0002193387,0.0005305001,0.006096238],"category_scores_gemma":[0.005179929,0.0001453163,0.0006257372,0.0009331529,0.0003968861,0.0004248621,0.0007826869,0.00028256,0.0004669393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000555714,"about_ca_system_score_gemma":0.0008662604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08072793,"about_ca_topic_score_gemma":0.1746894,"domain_scores_codex":[0.999255,0.0002575713,0.00009350586,0.00007902043,0.00011037,0.0002044291],"domain_scores_gemma":[0.9977933,0.0005730808,0.0008755732,0.00009075864,0.0003228798,0.0003443475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000200579,0.00000749492,0.9989436,0.000006954061,0.00001686008,0.00001060479,0.00007151351,0.000009767166,0.00001599256,0.00002027471,0.00007506641,0.0008018006],"study_design_scores_gemma":[0.000001383238,0.00001545486,0.999639,0.00001028269,0.000004390557,0.0000130487,0.0001943543,0.00003795591,0.000004283577,0.00001041466,0.00006857495,9.603435e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972385,0.0006108569,0.0000630362,0.0002160171,0.00001561746,0.000008050256,0.0006730258,0.000001809075,0.001173107],"genre_scores_gemma":[0.9989767,0.0001679442,0.00005046986,0.00005091288,0.00000989585,0.000008474287,0.0003508398,7.955402e-7,0.000383923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08072793,"threshold_uncertainty_score":0.1605161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128414125079,"score_gpt":0.416435370121832,"score_spread":0.375151228871042,"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."}}