{"id":"W3202132460","doi":"10.14336/ad.2021.0319","title":"Aging, Social Distancing, and COVID-19 Risk: Who is more Vulnerable and Why?","year":2021,"lang":"en","type":"review","venue":"Aging and Disease","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Loneliness; Social isolation; Social distance; Psychological resilience; Pandemic; Vulnerability (computing); Population; Isolation (microbiology); Social support; Medicine; Psychological intervention; Psychology; Gerontology; Coronavirus disease 2019 (COVID-19); Social psychology; Environmental health; Psychiatry; Computer security; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004339791,0.0004244732,0.001018474,0.0001295229,0.000899135,0.0001463857,0.000103112,0.0001703487,0.0002786527],"category_scores_gemma":[0.0002236374,0.0003862122,0.0001816898,0.000177712,0.0002096028,0.00006927572,0.0001721846,0.0005066599,0.000009091538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969803,"about_ca_system_score_gemma":0.001049953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582844,"about_ca_topic_score_gemma":0.00009568667,"domain_scores_codex":[0.997581,0.0004768733,0.0003669013,0.0009198171,0.0001771071,0.0004782874],"domain_scores_gemma":[0.997553,0.0004507461,0.0002388204,0.00034161,0.0000213929,0.001394442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003182323,0.0001181737,0.00883586,0.03717328,0.0001938575,0.00045468,0.006674479,1.101478e-7,1.397794e-8,0.001553034,0.09458963,0.8503751],"study_design_scores_gemma":[0.0006643387,0.00001905196,0.0006970031,0.002172203,0.001019027,0.0000233998,0.0006547788,0.000008943627,1.347833e-8,0.0003236206,0.994014,0.0004035739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005480563,0.9955993,0.0001514129,0.001654136,0.0002576187,0.000435704,0.0007860995,0.00007364557,0.000494067],"genre_scores_gemma":[0.0007104626,0.9848236,0.00001254953,0.009481736,0.000376883,0.00009403079,0.0001983046,0.00005403975,0.004248422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8994244,"threshold_uncertainty_score":0.999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08495017919512342,"score_gpt":0.4656685890085862,"score_spread":0.3807184098134627,"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."}}