{"id":"W4200526836","doi":"10.1093/geroni/igab046.1208","title":"Optimism Is Prospectively Associated With Resilience During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Optimism; Pandemic; Loneliness; Context (archaeology); Psychological resilience; Coronavirus disease 2019 (COVID-19); Psychology; Feeling; Social isolation; Clinical psychology; Medicine; Social psychology; Psychiatry; Internal medicine; Geography; Disease","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":[0.001498265,0.0001894694,0.000274924,0.0004855625,0.0004482927,0.0009087932,0.0002739193,0.0004055044,0.002246733],"category_scores_gemma":[0.008446218,0.0002360437,0.0005004572,0.0004707014,0.0003934647,0.0004835452,0.001012587,0.001262873,0.0002137238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084774,"about_ca_system_score_gemma":0.0003860457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004097891,"about_ca_topic_score_gemma":0.006160864,"domain_scores_codex":[0.9995773,0.0001654298,0.00004371805,0.00006415304,0.00005272316,0.00009671414],"domain_scores_gemma":[0.9944722,0.00105986,0.002668699,0.0004637433,0.0003208184,0.001014671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001297055,0.00008056414,0.9970877,0.00001211345,0.00005887267,0.0000195739,0.0002779963,0.0001018584,0.0001209117,0.00005311464,0.000119377,0.001938251],"study_design_scores_gemma":[0.000001868391,0.00005133355,0.9994001,0.00001035649,0.0000102005,0.00001885371,0.0002321918,0.0001187583,0.00003482546,0.00005214173,0.00006530622,0.000003993118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990855,0.00009267528,0.00006598093,0.0001122929,0.000007961055,0.000005843292,0.0001900627,0.000002659495,0.0004369733],"genre_scores_gemma":[0.9996495,0.00004366066,0.00004779243,0.00001132756,0.000004163529,0.000005421599,0.0001478609,8.241285e-7,0.00008932881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004097891,"threshold_uncertainty_score":0.008148074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03409555070483171,"score_gpt":0.3333214524276367,"score_spread":0.2992259017228049,"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."}}