{"id":"W4390081150","doi":"10.1093/geroni/igad104.3613","title":"SYMPTOM BURDEN, POSITIVE AFFECT AND RESILIENCY IN OLDER ADULTS EXPERIENCING NORMAL AGING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Medicine; Feeling; Gerontology; Distress; Psychology; Demography; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008385126,0.0002873901,0.0002737044,0.0006313707,0.0004518825,0.000594953,0.0002146391,0.0003447836,0.002174695],"category_scores_gemma":[0.003974993,0.0001813135,0.0004117388,0.0004227506,0.00024563,0.0004350303,0.0006928371,0.0005309782,0.0001866864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183865,"about_ca_system_score_gemma":0.0001914379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002996119,"about_ca_topic_score_gemma":0.005581918,"domain_scores_codex":[0.999744,0.00007220035,0.00003836364,0.00003640971,0.00006427042,0.00004472828],"domain_scores_gemma":[0.9986703,0.0001766899,0.0007241728,0.00006217262,0.0001340593,0.0002325787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000609633,0.00009769166,0.9967797,0.00001582706,0.00005665392,0.00002636333,0.0001885099,0.00005556317,0.000116416,0.00001860739,0.0001240472,0.002459615],"study_design_scores_gemma":[0.000002307351,0.00006161072,0.9995595,0.0000041575,0.00001084694,0.00003035614,0.0001376377,0.00008201569,0.00001609689,0.00002628343,0.00006737431,0.000001903602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989618,0.0001414354,0.00004124129,0.00005817103,0.000004666154,0.00001127283,0.0001918821,0.000003171102,0.0005863375],"genre_scores_gemma":[0.9995572,0.00005100804,0.00006979942,0.00002324961,0.000006037529,0.00001028369,0.0001511882,4.642355e-7,0.0001307112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002996119,"threshold_uncertainty_score":0.007275105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544506416214918,"score_gpt":0.3721921172022601,"score_spread":0.3567470530401109,"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."}}