{"id":"W3108549363","doi":"10.1016/j.psychres.2020.113599","title":"Prevalence of symptoms of depression, anxiety, insomnia, posttraumatic stress disorder, and psychological distress among populations affected by the COVID-19 pandemic: A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Psychiatry Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":979,"is_retracted":false,"has_abstract":false,"ca_institutions":"Library and Archives Canada; University of Ottawa","funders":"","keywords":"Insomnia; Anxiety; Meta-analysis; Medicine; PsycINFO; Depression (economics); CINAHL; Psychiatry; Population; MEDLINE; Distress; Clinical psychology; Internal medicine; Psychological intervention","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":[0.004280082,0.001732409,0.01097367,0.003977318,0.0005351456,0.002235657,0.001536453,0.001776653,0.002500273],"category_scores_gemma":[0.01538431,0.001127769,0.02119664,0.005691949,0.0006547952,0.001299815,0.001577655,0.001449144,0.0001934133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599343,"about_ca_system_score_gemma":0.002936229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085958,"about_ca_topic_score_gemma":0.03075688,"domain_scores_codex":[0.9972382,0.0006597784,0.001147971,0.0004443848,0.0003691925,0.0001404058],"domain_scores_gemma":[0.9933808,0.004358134,0.001453123,0.000214105,0.0004697189,0.0001241288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001533243,0.00008093581,0.02066173,0.5511459,0.3957942,0.0001283735,0.0002087587,0.000301834,0.0003226647,0.0001220629,0.001095127,0.02860521],"study_design_scores_gemma":[0.0004736485,0.0002543145,0.0281473,0.04730937,0.9207062,0.0002093916,0.0002104609,0.0001191309,0.0001178227,0.0001790388,0.002212773,0.0000605851],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007111685,0.9918834,0.000155697,0.00008724652,0.0000755145,0.0001098503,0.0004601014,0.00001020394,0.0001062816],"genre_scores_gemma":[0.1213374,0.8754641,0.001019503,0.0006593709,0.0001277883,0.0003964299,0.0008310195,0.00001084842,0.0001534276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01097367,"threshold_uncertainty_score":0.02263546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3450879551977195,"score_gpt":0.5456760235042376,"score_spread":0.2005880683065182,"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."}}