{"id":"W4289260365","doi":"10.1038/s41598-022-16254-8","title":"An eight country cross-sectional study of the psychosocial effects of COVID-19 induced quarantine and/or isolation during the pandemic","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Ottawa; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Quarantine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Isolation (microbiology); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cross-sectional study; Psychosocial; Virology; Coronavirus Infections; Betacoronavirus; Medicine; Biology; Bioinformatics; Outbreak; Disease; Infectious disease (medical specialty); Internal medicine; Psychiatry","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":[0.001559911,0.0003682409,0.0002525315,0.0004299441,0.0004899291,0.0005383729,0.0002977247,0.0006643374,0.001289126],"category_scores_gemma":[0.003231386,0.0006472261,0.0005521143,0.0006085734,0.0003738781,0.0005609088,0.000665702,0.001020843,0.0003255358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258258,"about_ca_system_score_gemma":0.0003267138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007757188,"about_ca_topic_score_gemma":0.00853563,"domain_scores_codex":[0.9991238,0.0005148625,0.00005723013,0.0001093539,0.00006091965,0.0001338749],"domain_scores_gemma":[0.9976246,0.0005693206,0.0008928177,0.0002382269,0.0002242889,0.0004507714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001518125,0.0001560627,0.998511,0.00001258671,0.0000806573,0.00005345882,0.0003057769,0.00002586083,0.0001151339,0.00001080587,0.00008048458,0.0004963344],"study_design_scores_gemma":[0.0000111676,0.0005330744,0.998404,0.000006924878,0.00002498958,0.00007271652,0.0007548773,0.00006487623,0.00002251508,0.000005339869,0.00009600914,0.000003583405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995539,0.00004487806,0.0000339026,0.00002035319,0.000003522434,0.00001001969,0.0002082232,8.683047e-7,0.000124237],"genre_scores_gemma":[0.9994122,0.00007539088,0.0000618023,0.00004692806,0.000005235041,0.00002164169,0.0002585042,8.362552e-7,0.0001174851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007757188,"threshold_uncertainty_score":0.01542407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830449055046875,"score_gpt":0.417770142581197,"score_spread":0.3694656520307282,"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."}}