{"id":"W4312103181","doi":"10.1093/geroni/igac059.2165","title":"BENEFITS OF VOLUNTEERING ON RESILIENCE WITH AGING: A CASE STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Gratitude; Dance; Psychological resilience; Psychology; Coping (psychology); Gerontology; Qualitative research; Social psychology; Sociology; Clinical psychology; Medicine; Social science","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":[0.004427661,0.0003496159,0.0003836658,0.00102762,0.007360187,0.001460703,0.0008284351,0.00140599,0.001972247],"category_scores_gemma":[0.005328047,0.0002899708,0.0005616404,0.0008209469,0.002743728,0.001654513,0.002918307,0.001701156,0.000188092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465752,"about_ca_system_score_gemma":0.001749932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002963212,"about_ca_topic_score_gemma":0.009904758,"domain_scores_codex":[0.9978315,0.001520301,0.00008784307,0.0001179277,0.0001658618,0.0002766256],"domain_scores_gemma":[0.9961927,0.002098744,0.0005033,0.0002204445,0.0002265827,0.0007582071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0001710922,0.001896882,0.0590385,0.0007027889,0.00004132336,0.06228926,0.8110267,0.0002665266,0.002151171,0.00619864,0.004229438,0.05198769],"study_design_scores_gemma":[0.00003296838,0.0009055064,0.02439113,0.0009452062,0.00006250283,0.02600667,0.9126961,0.0006639425,0.001134916,0.001922647,0.03116725,0.00007116208],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926837,0.0008708648,0.001128561,0.001607214,0.00005620249,0.0001883946,0.00002671229,0.000007208828,0.003431071],"genre_scores_gemma":[0.9943663,0.001667752,0.001605902,0.0003138785,0.00003764845,0.0001741234,0.0000163053,0.000004913996,0.001813073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007360187,"threshold_uncertainty_score":0.02341598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381401282987416,"score_gpt":0.3859530941195792,"score_spread":0.342139081289705,"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."}}