{"id":"W3164847510","doi":"10.31234/osf.io/8k56a","title":"Ageing, Social Distancing, and COVID-19 Risk: Who is more Vulnerable?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"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; Population ageing; Psychology; Social support; Gerontology; Medicine; Coronavirus disease 2019 (COVID-19); Social psychology; Environmental health; Psychiatry; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009610897,0.0002460005,0.0003753237,0.0008320069,0.001330062,0.002290184,0.0002804283,0.0008153575,0.004199302],"category_scores_gemma":[0.005013038,0.0001597834,0.0003559184,0.0006801582,0.001052199,0.001896885,0.00206609,0.001526236,0.0002909123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006316659,"about_ca_system_score_gemma":0.000816164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007292749,"about_ca_topic_score_gemma":0.01391508,"domain_scores_codex":[0.9996518,0.0001159172,0.00001967886,0.00005688363,0.00005389713,0.0001018276],"domain_scores_gemma":[0.9982958,0.0003081678,0.0004329494,0.00005753718,0.0001192263,0.0007862409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650654,0.0002841963,0.9071556,0.0002495938,0.0001946649,0.0004829092,0.02235438,0.00005707548,0.0004319303,0.003409432,0.004785211,0.06042983],"study_design_scores_gemma":[0.000008158378,0.000117205,0.9588662,0.0003356691,0.00008579757,0.0005462936,0.02673272,0.0001760425,0.00008214453,0.006380314,0.006637511,0.00003201707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960492,0.009239303,0.0003877921,0.01987415,0.0002556243,0.00002264925,0.0002920399,0.000008575977,0.009427739],"genre_scores_gemma":[0.9936087,0.003941634,0.0002441473,0.0009945399,0.0001845231,0.00001358717,0.00009095926,0.000004464044,0.0009174888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007292749,"threshold_uncertainty_score":0.01450062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0715800643977544,"score_gpt":0.4386030401039819,"score_spread":0.3670229757062275,"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."}}