{"id":"W2077972545","doi":"10.1067/mob.2002.122391","title":"Burnout in chairs of obstetrics and gynecology: Diagnosis, treatment, and prevention","year":2002,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":216,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Medical Association","keywords":"Medicine; Burnout; Spouse; Obstetrics and gynaecology; Stressor; Family medicine; Test (biology); Job satisfaction; Nursing; Pregnancy; Psychology; Psychiatry; Clinical psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007194594,0.0002325587,0.001028042,0.0007966817,0.0002770591,0.00000871162,0.0001260052,0.0002790584,0.0001641053],"category_scores_gemma":[0.01446753,0.0001806196,0.00007895425,0.000775817,0.000384486,0.0001447055,0.0001192517,0.0006752766,0.000003136038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883837,"about_ca_system_score_gemma":0.0002390925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002133914,"about_ca_topic_score_gemma":0.0001571022,"domain_scores_codex":[0.9967907,0.0009275228,0.001259544,0.0002880642,0.0001870284,0.0005471614],"domain_scores_gemma":[0.9644522,0.0333102,0.001444162,0.0001645734,0.0003044647,0.0003244031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001360037,0.0002132198,0.5343077,0.00008967143,0.00004238334,0.0000585391,0.001734147,0.000001538882,0.00001280138,0.0001953539,0.0001100271,0.463221],"study_design_scores_gemma":[0.008644613,0.01138417,0.9117271,0.001092785,0.0001941724,0.00007667951,0.01692516,0.0003768324,0.00002855855,0.001787209,0.04728865,0.0004740375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494981,0.04594174,0.00002759031,0.002109586,0.001670877,0.0004249031,0.00002684085,0.000007385787,0.0002930288],"genre_scores_gemma":[0.8840681,0.1145378,0.0006634771,0.0003530865,0.00005570974,0.00004026629,0.000002871152,0.000018805,0.0002599006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4627469,"threshold_uncertainty_score":0.993834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510673737162146,"score_gpt":0.3751095322766231,"score_spread":0.3240421585604085,"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."}}