{"id":"W4414575214","doi":"10.1177/08982643251378213","title":"Approaches to Enhancing and Sustaining Engagement in Post-Retirement Work: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Journal of Aging and Health","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University Health Network; Laurentian University; University of Toronto","funders":"","keywords":"Work (physics); Population; MEDLINE; Social support; Population ageing; Social policy; Health equity; Health care","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":[0.01453258,0.0002362404,0.001623687,0.0003538826,0.00045859,0.0001281879,0.00019748,0.00007506278,0.00001324947],"category_scores_gemma":[0.0004520278,0.0001927499,0.0001620016,0.0004989185,0.00006450425,0.0001030225,0.0001479796,0.000507099,6.121254e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009251267,"about_ca_system_score_gemma":0.003096525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005578158,"about_ca_topic_score_gemma":0.001388812,"domain_scores_codex":[0.996145,0.001127591,0.001443328,0.0003060543,0.0004714568,0.0005066439],"domain_scores_gemma":[0.9983253,0.0003279816,0.0007982364,0.000141594,0.00007899593,0.0003278831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002058993,0.00003613792,0.0004430758,0.1941194,0.00003051003,0.000004029579,0.008193146,6.392031e-7,3.353073e-9,0.0002773656,0.0002031582,0.7966905],"study_design_scores_gemma":[0.0001375883,0.0001410993,0.000145216,0.8875447,0.0001583854,0.00000270741,0.004930926,1.458562e-7,4.172164e-8,0.0000446821,0.1067075,0.0001870614],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006420797,0.9862232,0.0000492269,0.01101399,0.0002114856,0.001833907,0.000001048307,0.000008143147,0.0005947727],"genre_scores_gemma":[0.0001843624,0.9978168,0.0005645291,0.001094946,0.0001919911,0.00003629828,0.000001733073,0.00001161409,0.00009774188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7965034,"threshold_uncertainty_score":0.7860114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6343744641658242,"score_gpt":0.5490784902459821,"score_spread":0.08529597391984212,"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."}}