{"id":"W3213812803","doi":"10.1371/journal.pone.0258893","title":"Surviving SARS and living through COVID-19: Healthcare worker mental health outcomes and insights for coping","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Markham Stouffville Hospital; Toronto Public Health; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; University Health Network; University of Toronto; William Osler Health System","funders":"Mitacs; University of Toronto","keywords":"Medicine; Anxiety; Mental health; Outbreak; Pandemic; Cross-sectional study; Depression (economics); Coping (psychology); Health care; Psychiatry; Patient Health Questionnaire; Logistic regression; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Depressive symptoms; Infectious disease (medical specialty); Virology","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":[0.000518803,0.0002540854,0.0002133547,0.0005429351,0.0007504133,0.001011401,0.0003453274,0.0004175472,0.001412601],"category_scores_gemma":[0.001679586,0.0001472636,0.0004102659,0.0005320247,0.0006078187,0.0006244917,0.0009093137,0.0007077995,0.00009606118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129618,"about_ca_system_score_gemma":0.001456923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06310046,"about_ca_topic_score_gemma":0.1310763,"domain_scores_codex":[0.9997237,0.00007448902,0.00001209903,0.00002639582,0.00003988277,0.0001233242],"domain_scores_gemma":[0.9993421,0.00007530649,0.0002646398,0.0000140869,0.0000725598,0.0002312689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004539278,0.00009950253,0.9898409,0.00002967956,0.0000453122,0.0001155808,0.003227108,0.00003927916,0.0001165291,0.00005112962,0.0003740072,0.0060155],"study_design_scores_gemma":[0.0000023788,0.00003085896,0.9936347,0.0000298894,0.000007737197,0.00004249582,0.006022851,0.00004795321,0.00001255288,0.00003612191,0.0001290013,0.000003548412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980077,0.0004603465,0.00002761974,0.0006981546,0.000007310856,0.000009252071,0.0001594586,0.000001107564,0.0006291171],"genre_scores_gemma":[0.9992117,0.0003963254,0.0000366786,0.00008098331,0.000009391894,0.000006434629,0.0001208542,5.186545e-7,0.0001371113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06310046,"threshold_uncertainty_score":0.1254663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141503875102115,"score_gpt":0.4344559023630151,"score_spread":0.2203055148528036,"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."}}