{"id":"W4395012059","doi":"10.17269/s41997-024-00875-9","title":"Transitioning to a guaranteed annual income and the impact on activities of daily living in older adults: Evidence from public pensions in Canada using the CLSA","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Pension; Receipt; Activities of daily living; Disability pension; Logistic regression; Baseline (sea); Confounding; Public health; Demographic economics; Gerontology; Medicine; Demography; Economics; Environmental health; Physical therapy; Finance; Political science; Accounting; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003624209,0.0007165679,0.001272083,0.002542746,0.003121357,0.003325127,0.002913386,0.001384012,0.003317325],"category_scores_gemma":[0.0158193,0.0006221377,0.003322344,0.008923765,0.00125778,0.001136242,0.002350525,0.002546287,0.0003173526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03202498,"about_ca_system_score_gemma":0.05970155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961886,"about_ca_topic_score_gemma":0.9979242,"domain_scores_codex":[0.9961689,0.0005091177,0.0004704897,0.000313134,0.001260934,0.001277472],"domain_scores_gemma":[0.9862692,0.001377982,0.003097109,0.000460498,0.006116153,0.002679151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005731834,0.0003959585,0.9758742,0.000631657,0.0007060436,0.00007640856,0.002445518,0.0002529849,0.00003759661,0.0003870881,0.003078644,0.01554071],"study_design_scores_gemma":[0.00004879091,0.00007489799,0.9948355,0.0005193148,0.0004154182,0.0000147233,0.002286859,0.00016164,0.00002118405,0.00005485814,0.001541122,0.00002568054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672523,0.01405532,0.00009982149,0.001972664,0.0001085889,0.0001981565,0.01098538,0.00001045,0.005317186],"genre_scores_gemma":[0.9835872,0.008341877,0.0002391016,0.0005334633,0.00004127144,0.00008868325,0.005196431,0.000008800666,0.001963228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03202498,"threshold_uncertainty_score":0.2323586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028486105579833,"score_gpt":0.269866678793253,"score_spread":0.24138057321342,"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."}}