{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003181093,0.0001403081,0.0001075056,0.0003698972,0.0005215619,0.0004978931,0.0003184841,0.0002931201,0.004072516],"category_scores_gemma":[0.001312815,0.0001150914,0.0001972676,0.0004517036,0.0003098652,0.0002411537,0.0003804849,0.0005760383,0.0002668458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000913109,"about_ca_system_score_gemma":0.001859198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2511204,"about_ca_topic_score_gemma":0.3139811,"domain_scores_codex":[0.9998074,0.0000266071,0.00001327146,0.00002449362,0.00006831734,0.00005997513],"domain_scores_gemma":[0.9991615,0.00008438539,0.000306493,0.00002161038,0.0001101027,0.0003160334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002187919,0.00003809578,0.9987061,0.000005407326,0.000007881657,0.00001637126,0.0001425219,0.0000161173,0.00005164292,0.000008324751,0.0001721002,0.0008134609],"study_design_scores_gemma":[9.398749e-7,0.00002567836,0.9992551,0.00000531774,0.000002523936,0.0000242825,0.0005347017,0.00004962769,0.000007546776,0.000004197662,0.00008897853,0.000001027259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986905,0.00007871172,0.00001993654,0.0001117822,0.000003952191,0.00001129374,0.0004556163,0.000002724682,0.0006254766],"genre_scores_gemma":[0.9991992,0.00006017892,0.00003688402,0.00003273369,0.000004179309,0.00000627306,0.0003637627,9.822107e-7,0.0002957329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2511204,"threshold_uncertainty_score":0.4993174,"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."}}