{"id":"W3126642392","doi":"10.20935/al139","title":"Perceived Isolation and Health: Does isolation and feeling of loneliness pose a risk for severe SARS-CoV-2 infection?","year":2021,"lang":"en","type":"article","venue":"Academia Letters","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Loneliness; Isolation (microbiology); Social isolation; Feeling; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Patient isolation; Psychology; Pandemic; Virology; Medicine; Social psychology; Psychiatry; Biology; Disease; Infectious disease (medical specialty); Outbreak; Bioinformatics; Internal medicine","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":[0.001837782,0.0002312545,0.0004333965,0.0005030653,0.0009636516,0.001781919,0.0003571922,0.001652994,0.006178679],"category_scores_gemma":[0.01053873,0.0001876948,0.0004928443,0.0004026956,0.001065156,0.001266544,0.000916553,0.003267157,0.0006643634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000642586,"about_ca_system_score_gemma":0.001154869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004295748,"about_ca_topic_score_gemma":0.009623208,"domain_scores_codex":[0.9989209,0.0006033686,0.00006908903,0.00009978087,0.0001702202,0.0001367652],"domain_scores_gemma":[0.9946352,0.002188537,0.001170181,0.0001530585,0.0006285225,0.001224456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005463878,0.001103166,0.8183908,0.0004751251,0.0003833593,0.0008312122,0.010793,0.0001025803,0.0002871604,0.002212143,0.03812165,0.1267534],"study_design_scores_gemma":[0.00004651993,0.0006311871,0.9677935,0.0006692201,0.0001310159,0.0008800739,0.01441909,0.0003416168,0.00007792049,0.003204881,0.01175901,0.00004611809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7134457,0.01435395,0.0004306992,0.2478936,0.002442128,0.00005640633,0.0005896205,0.0000158193,0.02077196],"genre_scores_gemma":[0.9740219,0.006165002,0.0002499822,0.01535688,0.001856882,0.00004150641,0.000136538,0.000005972726,0.00216527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006178679,"threshold_uncertainty_score":0.02066976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06484156560267307,"score_gpt":0.411058525795814,"score_spread":0.346216960193141,"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."}}