{"id":"W3127833434","doi":"10.3389/fpsyt.2021.553468","title":"COVID-19 Pandemic: Demographic Predictors of Self-Isolation or Self-Quarantine and Impact of Isolation and Quarantine on Perceived Stress, Anxiety, and Depression","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary; University of Alberta","funders":"Alberta Children's Hospital Foundation; University of Alberta; Alberta Cancer Foundation; Royal Alexandra Hospital Foundation; Children's Hospital Foundation; Alberta Health Services","keywords":"Quarantine; Anxiety; Pandemic; Isolation (microbiology); Social isolation; Mental health; Medicine; Depression (economics); Coronavirus disease 2019 (COVID-19); Psychology; Clinical psychology; Psychiatry; Disease; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003675968,0.0002379589,0.0004561154,0.0003790129,0.0001049696,0.00001272042,0.00007682131,0.0002729564,0.00005219876],"category_scores_gemma":[0.00007399214,0.0002020149,0.00007995095,0.0004630456,0.0001051684,0.0001266337,0.00004354293,0.0002474155,2.589227e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050854,"about_ca_system_score_gemma":0.0004979688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006714831,"about_ca_topic_score_gemma":0.0005924932,"domain_scores_codex":[0.9981701,0.000275502,0.0005546511,0.0005298433,0.0001896526,0.0002802879],"domain_scores_gemma":[0.9989699,0.0001358667,0.0003136699,0.000288476,0.0000517528,0.0002403553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001560982,0.0005187527,0.9868667,0.0008018623,0.000152163,0.000002882161,0.004833951,0.00002166318,0.0003210975,0.00004320317,0.002347868,0.002528903],"study_design_scores_gemma":[0.00439792,0.0005546081,0.9898369,0.0002182114,0.000109425,0.00004420309,0.00204668,0.002084816,0.00001294279,0.0003210936,0.0001896658,0.0001835061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888187,0.007010767,0.001323695,0.000204061,0.001890918,0.0004795108,0.0001055431,0.00006666361,0.0001001186],"genre_scores_gemma":[0.9899068,0.00508063,0.004573704,0.0002110827,0.0001049898,0.00001300585,0.00006057804,0.00002497102,0.00002421737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00325001,"threshold_uncertainty_score":0.8237929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867429228549332,"score_gpt":0.3459051593735326,"score_spread":0.3272308670880392,"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."}}