{"id":"W2123325657","doi":"10.1016/j.psyneuen.2013.10.011","title":"Burnout symptom sub-types and cortisol profiles: What's burning most?","year":2013,"lang":"en","type":"article","venue":"Psychoneuroendocrinology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Burnout; Bedtime; Cynicism; Emotional exhaustion; Psychology; Multilevel model; Evening; Moderation; Cortisol awakening response; Clinical psychology; Developmental psychology; Social psychology; Hydrocortisone; Medicine; Endocrinology; Psychiatry; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001358692,0.0004179506,0.0006534513,0.0002701163,0.001149622,0.00007697169,0.000358394,0.0002622971,0.001715388],"category_scores_gemma":[0.0002834435,0.0003459218,0.00007486115,0.0002952736,0.0002475025,0.0007301834,0.000350941,0.001685736,0.002303003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006126103,"about_ca_system_score_gemma":0.0002273895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006544564,"about_ca_topic_score_gemma":0.00008385075,"domain_scores_codex":[0.9950719,0.001013616,0.001034516,0.0008736413,0.0003138203,0.001692523],"domain_scores_gemma":[0.9971685,0.0008944982,0.0004239741,0.0006306608,0.0003966234,0.0004857445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002092548,0.0003071656,0.5774963,0.001115433,0.0001433629,0.0002215083,0.003614094,0.000002843693,0.0148927,0.005980426,0.03805894,0.3579579],"study_design_scores_gemma":[0.006965435,0.001634701,0.82302,0.006422502,0.0001271797,0.0005901098,0.0202797,0.0009530785,0.001193024,0.01083477,0.1260355,0.001944098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516563,0.0104986,0.0000932004,0.026576,0.005686495,0.002132399,0.00001614091,0.0003889386,0.002951886],"genre_scores_gemma":[0.9639398,0.0197891,0.0003807116,0.01038993,0.0007959678,0.001326672,0.00003993679,0.00009543971,0.003242454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3560138,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325937643001934,"score_gpt":0.3740100684918353,"score_spread":0.3414163041916419,"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."}}