{"id":"W3111255789","doi":"10.1177/0844562120974194","title":"Associations Between Burnout and Mental Disorder Symptoms Among Nurses in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Public Safety Research and Treatment; University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Burnout; Anxiety; Panic disorder; Clinical psychology; Mental health; Psychiatry; Medicine; Depression (economics); Generalized anxiety disorder; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001376572,0.0001196822,0.000394314,0.000386723,0.001236496,0.00003163886,0.0002836316,0.0001630969,0.0002088745],"category_scores_gemma":[0.001180544,0.000107022,0.00003715464,0.0005719227,0.000191048,0.0001801425,0.00002673617,0.002355615,0.000007254532],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004323017,"about_ca_system_score_gemma":0.02391767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9450074,"about_ca_topic_score_gemma":0.9851953,"domain_scores_codex":[0.9961665,0.001160193,0.00075976,0.0001871944,0.0006884104,0.001037928],"domain_scores_gemma":[0.9961721,0.0009624552,0.0002336518,0.0001050354,0.0005427913,0.00198399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001172274,0.000008831279,0.9220384,0.00003350323,0.00001325288,0.00006562901,0.01210115,0.000003156086,0.000006505996,0.00007401257,0.01984805,0.0457958],"study_design_scores_gemma":[0.0006350382,0.0001030461,0.963299,0.004213548,0.000007923282,0.000002703645,0.02625034,0.00008495509,0.000002480499,0.0005225654,0.004766075,0.0001122728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337488,0.002568686,0.000003707213,0.06059683,0.000959834,0.0003850352,0.0002845369,0.000003524958,0.001449065],"genre_scores_gemma":[0.9985976,0.0001089708,0.00002523159,0.0004132638,0.0005835757,0.000006589367,0.00002463058,0.00002303941,0.0002171282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0648488,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142479930261369,"score_gpt":0.4733169974216918,"score_spread":0.3590690043955549,"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."}}