{"id":"W3091271025","doi":"10.1177/0844562120961894","title":"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":65,"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":"Mental health; Residence; Psychiatry; Population; Medicine; Psychology; Clinical psychology; Demography; Environmental health","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":[0.0006605784,0.0002091749,0.00029215,0.001466155,0.002701423,0.001022346,0.0006791468,0.0003144841,0.001624598],"category_scores_gemma":[0.002307978,0.0002541637,0.0002947974,0.002413426,0.0006449067,0.0002695835,0.001001633,0.0005755537,0.0001637002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01941352,"about_ca_system_score_gemma":0.0298719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870149,"about_ca_topic_score_gemma":0.9937297,"domain_scores_codex":[0.9990952,0.00005383728,0.00005144097,0.00008848403,0.0004045313,0.0003065005],"domain_scores_gemma":[0.9977315,0.0001067099,0.0003425434,0.00002525216,0.001141435,0.0006525453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002765999,0.0000323288,0.9895945,0.00007678341,0.00001620805,0.00007155391,0.001993743,0.00004018422,0.000138287,0.00004610831,0.00152967,0.006432987],"study_design_scores_gemma":[0.000002515536,0.00001945736,0.9956607,0.00006684777,0.000007989831,0.00003895521,0.003270847,0.00005987558,0.00003171866,0.00001457229,0.0008196499,0.000006780015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921864,0.001071838,0.00006676774,0.000665968,0.00003310779,0.00006545442,0.002339536,0.000007242508,0.003563623],"genre_scores_gemma":[0.9972168,0.001047139,0.0001148832,0.0001840217,0.000007065362,0.0000255713,0.0007786343,0.000002521146,0.0006233897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01941352,"threshold_uncertainty_score":0.1408556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291504989137202,"score_gpt":0.4910258746379874,"score_spread":0.3618753757242672,"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."}}