{"id":"W3167290753","doi":"10.17269/s41997-021-00524-5","title":"Social participation and depressive symptoms of carer-employees of older adults in Canada: a cross-sectional analysis of the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Cross-sectional study; Gerontology; Depressive symptoms; Successful aging; Longitudinal study; Psychology; Aging in place; Healthy aging; Medicine; Psychiatry; Anxiety","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":[0.001072857,0.0003563289,0.0004388926,0.001250471,0.002060159,0.001091128,0.001040767,0.0004550074,0.001092153],"category_scores_gemma":[0.00209315,0.0003117051,0.0006991752,0.002803583,0.0004034404,0.0003214139,0.000879189,0.0006958098,0.0001607526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01130916,"about_ca_system_score_gemma":0.01472462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.986631,"about_ca_topic_score_gemma":0.9926324,"domain_scores_codex":[0.9993523,0.00006946792,0.00004383092,0.00009352816,0.000230392,0.0002104647],"domain_scores_gemma":[0.998406,0.00008140672,0.0003085279,0.00006584801,0.0007138106,0.0004245376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002658163,0.00002631856,0.9979589,0.00001244133,0.00003925664,0.00002117454,0.000458264,0.00002116931,0.0000492606,0.00002111827,0.0002268396,0.001138766],"study_design_scores_gemma":[0.000001613546,0.000007962531,0.9993012,0.000007858177,0.000009986717,0.000008992405,0.0004649442,0.00004905804,0.00001084446,0.000003466428,0.0001318374,0.000002277264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959239,0.0004475863,0.00005403894,0.0001385241,0.000007284481,0.00003683818,0.002738826,0.000004021741,0.0006490458],"genre_scores_gemma":[0.9969765,0.0003554973,0.0001491879,0.00006752097,0.000003744075,0.00002426412,0.001948262,0.000002410138,0.0004725072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336902,"threshold_uncertainty_score":0.08205408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05775061204559713,"score_gpt":0.3598345205394393,"score_spread":0.3020839084938422,"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."}}