{"id":"W4312036920","doi":"10.1093/geroni/igac059.2359","title":"EXAMINATION OF THE HEALTHY CAREGIVER EFFECT AMONG OLDER ADULTS FINDING FROM THE CANADIAN LONGITUDINAL STUDY ON AGING","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; MacEwan University","funders":"","keywords":"Gerontology; Healthy aging; Longitudinal study; Health and Retirement Study; Medicine; Psychology; Healthy ageing; Ageing","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":[0.005309729,0.0005192932,0.0007544024,0.001818202,0.003136402,0.001167424,0.001692562,0.0004291584,0.002628729],"category_scores_gemma":[0.01553097,0.0003151078,0.001367477,0.00255424,0.0007073858,0.0005287258,0.001395544,0.0006678559,0.0000924936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009613637,"about_ca_system_score_gemma":0.0167573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649583,"about_ca_topic_score_gemma":0.9775314,"domain_scores_codex":[0.9971678,0.0006457855,0.0001992004,0.0004394399,0.0009233201,0.0006244648],"domain_scores_gemma":[0.9927855,0.001260336,0.00138702,0.0005246343,0.00277401,0.00126859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023345,0.00002722939,0.9944667,0.00003138149,0.0002266435,0.00003403511,0.0009606453,0.00004514992,0.00004132795,0.0001245887,0.0005735873,0.003366474],"study_design_scores_gemma":[0.000006586791,0.00002181338,0.9984995,0.00002617371,0.00008039911,0.00001524191,0.0008726696,0.0001048547,0.00002221412,0.00003127675,0.0003143577,0.000005042139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992649,0.001614779,0.0001806691,0.0005525872,0.00004247448,0.00005315861,0.002574507,0.000007821798,0.002325009],"genre_scores_gemma":[0.9980105,0.0003316333,0.0002233997,0.00006974055,0.000009276083,0.00001907179,0.0009465214,0.000003006249,0.0003868433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03504175,"threshold_uncertainty_score":0.0704962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599841351009607,"score_gpt":0.3104906351280524,"score_spread":0.2844922216179563,"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."}}