{"id":"W4281390863","doi":"10.3389/fpubh.2022.865459","title":"A Unified Model of Resilience and Aging: Applications to COVID-19","year":2022,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Resilience (materials science); Multidisciplinary approach; Successful aging; Adaptation (eye); Coronavirus disease 2019 (COVID-19); Psychological resilience; Psychology; Computer science; Risk analysis (engineering); Gerontology; Medicine; Sociology; Social psychology; Disease; 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":[0.002790136,0.00121031,0.001466969,0.003920566,0.0008182169,0.002012336,0.001619633,0.002356258,0.002897585],"category_scores_gemma":[0.002606171,0.000308744,0.001029178,0.003351568,0.004035959,0.004030154,0.002345903,0.004745425,0.0009393087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004126648,"about_ca_system_score_gemma":0.005636617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006352403,"about_ca_topic_score_gemma":0.006533905,"domain_scores_codex":[0.9992406,0.0003389215,0.00007555751,0.0001286925,0.0001621825,0.00005405086],"domain_scores_gemma":[0.9988196,0.0008323019,0.00008068993,0.00004505047,0.0001578608,0.00006432377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003731302,0.00005676458,0.0003747615,0.01121484,0.000115681,0.0001791017,0.001301173,0.00169278,0.0001785072,0.4940445,0.01896167,0.4718429],"study_design_scores_gemma":[0.00001288277,0.00008656953,0.001801065,0.0171246,0.0001424516,0.001001455,0.001109714,0.001015514,0.0001652074,0.2645173,0.7129633,0.0000599931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002867577,0.9796093,0.004531146,0.007365094,0.0006102318,0.00002241348,0.00003497157,0.00001890373,0.007521149],"genre_scores_gemma":[0.008928877,0.984377,0.00314418,0.001822259,0.0004602548,0.00006162799,0.00005299599,0.000008964036,0.001143869],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006352403,"threshold_uncertainty_score":0.02994108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2045103195248147,"score_gpt":0.4895835643489624,"score_spread":0.2850732448241478,"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."}}