{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000758939,0.0001764202,0.0002796884,0.001413947,0.002787657,0.0008884227,0.0006014557,0.0003994638,0.00180811],"category_scores_gemma":[0.002735636,0.000280266,0.0003291847,0.002124891,0.0006961175,0.0002180384,0.0008323808,0.0005844961,0.0001131355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01749996,"about_ca_system_score_gemma":0.02173885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853816,"about_ca_topic_score_gemma":0.990658,"domain_scores_codex":[0.9991705,0.00006763163,0.00004187913,0.00007959626,0.0003030149,0.0003373155],"domain_scores_gemma":[0.9971675,0.0001918205,0.0005537524,0.00004211639,0.001215326,0.0008294625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002609248,0.00001542456,0.9966785,0.00002343166,0.00001546033,0.00003638346,0.0006709648,0.00002386509,0.00006514675,0.00003156616,0.0004725869,0.001940569],"study_design_scores_gemma":[0.000001988381,0.00000779105,0.9984669,0.00003347626,0.000006323474,0.00002528965,0.00108033,0.00005034813,0.00001645652,0.00001116232,0.0002964149,0.000003530482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996832,0.0006069529,0.00003999104,0.0004089316,0.00001393993,0.00001454975,0.0006277192,0.000002618159,0.001453465],"genre_scores_gemma":[0.998816,0.0004336437,0.00005963508,0.00007782028,0.000004631378,0.000008349992,0.0002952884,0.000001585077,0.0003030741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01749996,"threshold_uncertainty_score":0.1269717,"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."}}