{"id":"W4383187278","doi":"10.1080/13607863.2023.2230927","title":"Involuntary delayed retirement and mental health of older adults","year":2023,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Anger; Mental health; Health and Retirement Study; Anxiety; Depression (economics); Logistic regression; Odds; Psychology; Stressor; Gerontology; Odds ratio; Medicine; Psychiatry; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008413574,0.0002047225,0.0002144503,0.0005595679,0.0003384487,0.0004590903,0.0002833763,0.0002878971,0.001418253],"category_scores_gemma":[0.004073914,0.0001326874,0.0004420309,0.0005316006,0.0001909892,0.0003514111,0.0006412113,0.0006266598,0.0001593787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003179523,"about_ca_system_score_gemma":0.0003696735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009093021,"about_ca_topic_score_gemma":0.01933995,"domain_scores_codex":[0.9996129,0.0001045788,0.00006402617,0.00005450127,0.00007874925,0.00008531309],"domain_scores_gemma":[0.9968844,0.0002808308,0.002169842,0.00006725395,0.0002517581,0.0003457781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003686238,0.00005470889,0.9964101,0.00003868694,0.00006227506,0.00002635305,0.00008652502,0.00002452763,0.0000345764,0.00001468934,0.0001309112,0.003079852],"study_design_scores_gemma":[0.000001708634,0.00003762039,0.9995444,0.00002795651,0.0000154562,0.00005446112,0.0001163211,0.00003961908,0.00001179533,0.00001046501,0.0001387083,0.000001515078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962791,0.001990372,0.00006739109,0.0002884723,0.00002559969,0.00001573753,0.0005648671,0.0000033915,0.0007649561],"genre_scores_gemma":[0.9990256,0.0004409919,0.00006136261,0.00005435742,0.00001867195,0.00000772875,0.0002051606,6.142708e-7,0.0001855792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009093021,"threshold_uncertainty_score":0.01808017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038401696720671,"score_gpt":0.4311074768074989,"score_spread":0.3272673071354319,"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."}}