{"id":"W3025768417","doi":"10.1017/s0714980820000215","title":"COVID-19: Pandemic Risk, Resilience and Possibilities for Aging Research","year":2020,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Resilience and Mental Health","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Simon Fraser University","funders":"","keywords":"Pandemic; Psychological resilience; Social isolation; Coronavirus disease 2019 (COVID-19); Isolation (microbiology); Resilience (materials science); Economic growth; Development economics; Political science; Gerontology; Psychology; Medicine; Social psychology; Disease; Biology; Psychiatry; Economics; Infectious disease (medical specialty)","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":[0.01361486,0.0008474935,0.001711981,0.002124639,0.005169604,0.008488842,0.0024111,0.006679237,0.003548017],"category_scores_gemma":[0.02495836,0.0003549239,0.001250172,0.001417827,0.0110616,0.009089215,0.003496256,0.01220077,0.0008186756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01171031,"about_ca_system_score_gemma":0.02665762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04556816,"about_ca_topic_score_gemma":0.1080056,"domain_scores_codex":[0.9956189,0.001883853,0.000336365,0.0003723949,0.001193843,0.0005945684],"domain_scores_gemma":[0.969389,0.01925928,0.001070628,0.0004935879,0.006210979,0.003576369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001348571,0.00004923671,0.002496598,0.003055166,0.0001102903,0.0005368821,0.01041481,0.0002122492,0.0003539729,0.08650139,0.7600984,0.1360361],"study_design_scores_gemma":[0.00001689382,0.00006880172,0.002363321,0.005716603,0.00007791952,0.0005064768,0.01179204,0.0002229837,0.0001598716,0.05875082,0.9202379,0.00008633266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00113586,0.2667858,0.0008115289,0.6253438,0.1010472,0.00002316677,0.00005407781,0.00003577247,0.004762796],"genre_scores_gemma":[0.04329873,0.5586404,0.00191511,0.1770354,0.2097653,0.00008956517,0.00008466939,0.00006924559,0.009101533],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04556816,"threshold_uncertainty_score":0.09060585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07677120373225733,"score_gpt":0.3839074447873566,"score_spread":0.3071362410550992,"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."}}