{"id":"W2957436109","doi":"10.12659/msm.915360","title":"Burnout Syndrome, Mental Splitting and Depression in Female Health Care Professionals","year":2019,"lang":"en","type":"article","venue":"Medical Science Monitor","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Univerzita Karlova v Praze","keywords":"Burnout; Alexithymia; Clinical psychology; Beck Depression Inventory; Population; Psychology; Depression (economics); Toronto Alexithymia Scale; Medicine; Anxiety; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003354771,0.0001428852,0.0001371651,0.0005295473,0.0004633212,0.0002756352,0.00008796691,0.0002071796,0.0009770097],"category_scores_gemma":[0.002217376,0.0001430716,0.0001115094,0.0003004161,0.0002969695,0.000139447,0.00036681,0.0002359947,0.00007336424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744256,"about_ca_system_score_gemma":0.0003159522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563935,"about_ca_topic_score_gemma":0.003206809,"domain_scores_codex":[0.9997573,0.00008711451,0.00002021607,0.00002616423,0.00005871387,0.00005031584],"domain_scores_gemma":[0.9993066,0.0001631129,0.0003046906,0.00001591506,0.00005623388,0.0001534054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006990784,0.00007550439,0.9945456,0.00001759806,0.0000114412,0.0001937859,0.0009795952,0.00001797619,0.000543115,0.00002684828,0.00007664727,0.003442023],"study_design_scores_gemma":[0.00000476837,0.0001290253,0.9977611,0.00001107682,0.000005942057,0.0005642475,0.001292688,0.00007338178,0.00005851075,0.00003229743,0.0000651546,0.000001802844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999668,0.0001028764,0.00002311131,0.00003694868,0.000002875683,0.000004190244,0.000009246804,5.137713e-7,0.0001521807],"genre_scores_gemma":[0.9998204,0.00006478514,0.0000323991,0.00001599413,0.000004303174,0.000005527777,0.00001093812,1.289112e-7,0.00004552786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002563935,"threshold_uncertainty_score":0.005098045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242804603263155,"score_gpt":0.4428545470148163,"score_spread":0.4104265009821847,"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."}}