{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004121765,0.0001205899,0.0002145622,0.00009007235,0.0001762943,0.00001328976,0.00003288901,0.000236991,0.00001282213],"category_scores_gemma":[0.00005753339,0.0001115981,0.00004149656,0.000127367,0.0000432059,0.0001374112,0.00002932643,0.0003744142,0.000002406677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271073,"about_ca_system_score_gemma":0.00008059456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002917892,"about_ca_topic_score_gemma":0.0004994959,"domain_scores_codex":[0.9988571,0.0001412246,0.0003560533,0.0003334428,0.00008676411,0.0002254206],"domain_scores_gemma":[0.9993089,0.0002364008,0.0002248965,0.0001240925,0.00004874902,0.00005700024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003742637,0.00008923069,0.7730889,0.0008870818,0.00009844943,0.000002730387,0.01491018,0.00005814087,0.1558496,0.0002184886,0.006769953,0.04765301],"study_design_scores_gemma":[0.002523474,0.0001588751,0.9865319,0.0001471469,0.00006612324,0.00003886985,0.0006959815,0.001664095,0.002253484,0.0005315796,0.005155981,0.0002325386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692926,0.0004578376,0.01068499,0.01859997,0.0004602519,0.0004168219,0.00004116947,0.00003213235,0.00001419092],"genre_scores_gemma":[0.981792,0.0005593381,0.001020851,0.01626191,0.0002376001,0.00002965548,0.00004637562,0.00001779891,0.00003452684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213443,"threshold_uncertainty_score":0.4550839,"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."}}