{"id":"W1495298267","doi":"10.3928/0279-3695-20030401-12","title":"Workplace STRESS Among Psychiatric Nurses","year":2003,"lang":"en","type":"article","venue":"Journal of Psychosocial Nursing and Mental Health Services","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Burnout; Mental health; Psychology; Emotional exhaustion; Psychiatry; Clinical psychology; Scale (ratio); Medicine","routes":{"ca_aff":true,"ca_fund":false,"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"],"consensus_categories":[],"category_scores_codex":[0.001391615,0.0002565866,0.0006209499,0.0002478147,0.002227819,0.00002945143,0.0002096832,0.0002913011,0.0001521306],"category_scores_gemma":[0.00001740845,0.0002067181,0.0001292907,0.0003641882,0.0001160951,0.0003221949,0.00001723318,0.001118312,0.00001223724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000346334,"about_ca_system_score_gemma":0.0007883646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004108512,"about_ca_topic_score_gemma":0.0004729492,"domain_scores_codex":[0.9957619,0.001197296,0.001363616,0.0002678729,0.0005808119,0.000828549],"domain_scores_gemma":[0.9969642,0.0002155817,0.00167461,0.0001568778,0.0002544021,0.0007343548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009444242,0.001306881,0.7362492,0.005224898,0.0001138153,0.00000982396,0.08531719,0.000002293967,0.00003842227,0.003073035,0.05493454,0.1127855],"study_design_scores_gemma":[0.008860578,0.001858929,0.3578323,0.08718503,0.0001051401,0.0000898916,0.3311592,0.00004620308,0.00003177246,0.01017971,0.2018107,0.0008405027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8944179,0.04105618,0.00004639728,0.03568614,0.02100059,0.0009426658,0.00006556897,0.00004993702,0.006734622],"genre_scores_gemma":[0.984436,0.007470717,0.001626211,0.003745244,0.001832955,0.00001380214,0.00001266098,0.0000460064,0.0008164581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3784169,"threshold_uncertainty_score":0.9990711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966539368565281,"score_gpt":0.4293450761137272,"score_spread":0.4096796824280744,"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."}}