{"id":"W4213455547","doi":"10.1002/nop2.1199","title":"Psychological distress, depression symptoms and fatigue among Quebec nursing staff during the COVID‐19 pandemic: A cross‐sectional study","year":2022,"lang":"en","type":"article","venue":"Nursing Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Jewish General Hospital; Université du Québec à Rimouski; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Institut universitaire en santé mentale de Montréal; Université du Québec à Trois-Rivières; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Women's College Hospital; Centre Hospitalier Universitaire Sainte-Justine; Institut Universitaire en Santé Mentale de Québec; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Réseau de recherche portant sur les interventions en sciences infirmières du Québec","keywords":"Depression (economics); Cross-sectional study; Distress; Psychological distress; Medicine; Pandemic; Psychiatry; Coronavirus disease 2019 (COVID-19); Mental health; Clinical psychology; Psychology; Disease","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009006451,0.0002190145,0.0002481936,0.00008151966,0.002699181,0.000317533,0.0006966121,0.00009799078,0.001194459],"category_scores_gemma":[0.00004440249,0.0001712742,0.0000590238,0.0002414904,0.000463296,0.0001911396,0.0003095807,0.0006540155,0.000007709798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001787902,"about_ca_system_score_gemma":0.0001260871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01817744,"about_ca_topic_score_gemma":0.002366886,"domain_scores_codex":[0.9970205,0.000831193,0.0004053299,0.0008275921,0.0004176847,0.0004976674],"domain_scores_gemma":[0.9987157,0.0002657275,0.0001917885,0.0005239111,0.00002104159,0.0002818403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001186967,0.00215188,0.9536425,0.00001378683,0.0000292623,0.00004082017,0.01412414,0.0001319108,0.00005704305,0.0002265992,0.00101909,0.02737596],"study_design_scores_gemma":[0.002978394,0.0004819942,0.9829082,0.00005877908,0.0000252661,0.000281252,0.01123352,0.00003671724,0.000002845456,0.0004711781,0.001309982,0.0002119066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910011,0.0003485222,0.0001199416,0.000498891,0.00146737,0.001778541,0.0000749225,0.0001111119,0.004599574],"genre_scores_gemma":[0.9954754,0.000004398543,0.00001535705,0.0003638419,0.000146643,0.0004166012,0.00004612002,0.00003027076,0.003501392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02926563,"threshold_uncertainty_score":0.9997186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133885244077905,"score_gpt":0.4952935278911455,"score_spread":0.3614082838132405,"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."}}