{"id":"W3175875477","doi":"10.3389/fsoc.2021.714626","title":"COVID-19, Inter-household Contact and Mental Well-Being Among Older Adults in the US and the UK","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Loneliness; Pandemic; Mental health; Face (sociological concept); Psychology; Face-to-face; Coronavirus disease 2019 (COVID-19); Social distance; Boredom; Gerontology; Sociology; Medicine; Psychiatry; Social psychology; Social science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008519012,0.0001868923,0.0003410644,0.001331922,0.0007293344,0.001164472,0.0002909165,0.0004625831,0.001707342],"category_scores_gemma":[0.004241318,0.0001729556,0.0004752541,0.001881304,0.0004875975,0.0009904408,0.00204211,0.0007157875,0.0002529539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009454452,"about_ca_system_score_gemma":0.0008377662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1219859,"about_ca_topic_score_gemma":0.214871,"domain_scores_codex":[0.9993094,0.0001992719,0.0001427841,0.00008033382,0.0001068938,0.0001612249],"domain_scores_gemma":[0.9976521,0.0002598162,0.001031276,0.00008934454,0.0003629801,0.0006045743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007683475,0.00002585023,0.9850642,0.0001024958,0.00005496596,0.0001634588,0.007324756,0.000021851,0.0001031493,0.00007672096,0.0008140593,0.006171676],"study_design_scores_gemma":[0.000001380697,0.00002204864,0.9937122,0.00007199919,0.000006986834,0.00005732032,0.005560677,0.00001506293,0.000008190481,0.00001259575,0.0005271428,0.000004407626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951279,0.001934412,0.00003302168,0.0004829467,0.0000277096,0.00001866316,0.001158867,0.000001509198,0.001214908],"genre_scores_gemma":[0.9977278,0.001131409,0.00004857391,0.0001512295,0.00001478121,0.00002714777,0.0005577773,0.000001386583,0.0003398883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1219859,"threshold_uncertainty_score":0.2425516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403465716774135,"score_gpt":0.3025626223795512,"score_spread":0.2885279652118098,"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."}}