{"id":"W2907764718","doi":"10.5430/jha.v8n1p27","title":"Predictors of nurses considering leaving the profession due to work-related stress in a large pediatric and women’s hospital in the United States","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Acorda Therapeutics","keywords":"Burnout; Medicine; Nursing; Compassion fatigue; Logistic regression; Psychological intervention; Job satisfaction; Economic shortage; Family medicine; Psychology; Clinical psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002301745,0.0001743395,0.0003553878,0.0003575445,0.0003948364,0.00002897893,0.0002492038,0.0002002552,0.00004814087],"category_scores_gemma":[0.0008492123,0.0000977746,0.00004491811,0.0008324324,0.0000961575,0.0002651784,0.00009232267,0.001040735,0.000003569262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512321,"about_ca_system_score_gemma":0.0005936036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105373,"about_ca_topic_score_gemma":0.0003231553,"domain_scores_codex":[0.9965995,0.000900945,0.001357887,0.0001755018,0.0004790213,0.0004871275],"domain_scores_gemma":[0.9973404,0.0009390789,0.0009547798,0.0001741902,0.000444717,0.0001468323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002072596,0.0004855196,0.9059428,0.0001522316,0.00001487604,0.00004726731,0.09214907,0.0000093852,0.00001074485,0.0001786115,0.0003832607,0.0004189434],"study_design_scores_gemma":[0.001141391,0.004348069,0.8401971,0.002781199,0.0000208018,0.000007153997,0.150605,0.00007909219,0.00006356907,0.000422924,0.0001891919,0.0001444805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872201,0.000355776,0.00001719723,0.009692264,0.00166403,0.0009716731,0.00002950329,0.000009686075,0.00003973827],"genre_scores_gemma":[0.9988559,0.0002160385,0.00005973306,0.0002690204,0.0004591899,0.00007094299,0.00001320745,0.00001629817,0.000039614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06574572,"threshold_uncertainty_score":0.4521532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194122120033895,"score_gpt":0.3632714920915834,"score_spread":0.3438592800881939,"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."}}