{"id":"W2741194071","doi":"10.1177/2333721417722709","title":"Factors Contributing to Unexpected Retirement and Unemployment in Adults Over 50 Years Old in Ireland","year":2017,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Toronto Rehabilitation Institute; Nipissing University; University Health Network","funders":"Canadian Frailty Network; Heart and Stroke Foundation of Canada","keywords":"Unemployment; Gerontology; Demographic economics; Medicine; Psychology; Demography; Economics; Economic growth; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190638,0.0001265764,0.0003155473,0.0007076471,0.0004652306,0.0005646545,0.000275692,0.0003128687,0.000868235],"category_scores_gemma":[0.004239678,0.0001572658,0.0004587992,0.0005689781,0.0002350114,0.0003782014,0.001091405,0.0005216741,0.000170417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007341529,"about_ca_system_score_gemma":0.001115284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03949546,"about_ca_topic_score_gemma":0.105449,"domain_scores_codex":[0.9993196,0.0001614079,0.0001475782,0.00007178126,0.000119557,0.0001800664],"domain_scores_gemma":[0.9984772,0.0002008345,0.0007304843,0.00006426885,0.0002065369,0.0003207212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003697489,0.00001469666,0.9976426,0.00001710741,0.00001307802,0.00004245697,0.0002042978,0.00002784391,0.00002642007,0.00001224782,0.000177462,0.001784826],"study_design_scores_gemma":[0.000001028432,0.00001853672,0.9992056,0.00002164945,0.00000436155,0.00004647357,0.0004833644,0.00005443663,0.000006506894,0.00001059018,0.0001452921,0.000002137615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986032,0.000336644,0.00005363258,0.0001551077,0.0000124168,0.00001361024,0.0003074676,0.000001693855,0.0005164654],"genre_scores_gemma":[0.9991973,0.0001803139,0.00006530859,0.00005153088,0.000007345857,0.00001191045,0.000333366,9.616582e-7,0.0001519602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03949546,"threshold_uncertainty_score":0.07853115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450058079735242,"score_gpt":0.4174159555705897,"score_spread":0.2724101475970655,"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."}}