{"id":"W166548143","doi":"","title":"Nurse burnout in a high stress health care environment: prognosis better than expected?","year":2005,"lang":"en","type":"article","venue":"Otago University Research Archive (University of Otago)","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Stress (linguistics); Medicine; Health care; Nursing; Psychology; Clinical psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001147728,0.0003349363,0.0007308928,0.001384208,0.002712222,0.00001166008,0.001220207,0.0003441366,0.001876745],"category_scores_gemma":[0.00007544224,0.0003944283,0.0002138268,0.0008362842,0.000819146,0.0005448596,0.001087354,0.002505302,0.0004493712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718995,"about_ca_system_score_gemma":0.001576858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0276683,"about_ca_topic_score_gemma":0.03688066,"domain_scores_codex":[0.9916782,0.003885565,0.0004370362,0.0009383296,0.001240544,0.001820323],"domain_scores_gemma":[0.9967725,0.000893287,0.0003729594,0.0007426494,0.0003678952,0.0008507282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001699019,0.001193397,0.7022218,0.00131668,0.000161559,0.0004545874,0.144055,0.00006905572,0.0004948154,0.004012988,0.01071915,0.133602],"study_design_scores_gemma":[0.005954566,0.0007286249,0.4048679,0.003709398,0.00003350268,0.000002528824,0.3767049,0.0004073269,0.00004970016,0.0003652456,0.2065363,0.0006400276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578995,0.0009579048,0.001181208,0.02517777,0.0001628706,0.002530107,0.001648194,0.0001222619,0.01032024],"genre_scores_gemma":[0.986435,0.002326857,0.006424007,0.0002090595,0.0002101174,0.000003929122,0.0003497931,0.00003751736,0.004003742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2973539,"threshold_uncertainty_score":0.9998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04270437329539419,"score_gpt":0.357866843616917,"score_spread":0.3151624703215228,"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."}}