{"id":"W4312104051","doi":"10.1093/geroni/igac059.497","title":"TRANSITIONS EXPERIENCED BY PEOPLE DIAGNOSED WITH DEMENTIA WHILE IN THE WORKFORCE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Dementia; Workforce; Context (archaeology); Coping (psychology); Psychology; Gerontology; Nursing; Medicine; Psychiatry; Political science; Disease; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002645144,0.0002700733,0.0005474167,0.001032515,0.006023425,0.00398241,0.0007117328,0.001325064,0.001808491],"category_scores_gemma":[0.007867285,0.0003286632,0.0006542603,0.0008327203,0.003413337,0.002799279,0.007329118,0.002845751,0.0002202669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297852,"about_ca_system_score_gemma":0.003195091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02498401,"about_ca_topic_score_gemma":0.03457128,"domain_scores_codex":[0.9975396,0.001054384,0.0001868395,0.0001475849,0.0003373332,0.0007342468],"domain_scores_gemma":[0.9960853,0.0009625672,0.000899981,0.0001002415,0.0005022111,0.001449771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008932325,0.00008655855,0.06648099,0.0001285957,0.00002232841,0.001615508,0.9214042,0.00004844298,0.0003066152,0.0005562303,0.001635887,0.007625196],"study_design_scores_gemma":[0.000005319707,0.00009882754,0.02661332,0.0001832286,0.000009311489,0.000599896,0.9668351,0.00004579107,0.00006314601,0.0002471161,0.005273235,0.00002561882],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950905,0.0005891621,0.0001036091,0.001953791,0.0001028162,0.00002368181,0.00007181105,0.00000618325,0.002058306],"genre_scores_gemma":[0.9983588,0.0004432123,0.00008765127,0.000498819,0.00001869217,0.00002210632,0.00003610502,0.000003187072,0.0005313688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02498401,"threshold_uncertainty_score":0.04967713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123746036926098,"score_gpt":0.3813878443175825,"score_spread":0.2690132406249727,"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."}}