{"id":"W3019640223","doi":"10.1177/0300060519887633","title":"Alexithymia, traumatic stress symptoms and burnout in female healthcare professionals","year":2020,"lang":"en","type":"article","venue":"Journal of International Medical Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Univerzita Karlova v Praze","keywords":"Alexithymia; Burnout; Toronto Alexithymia Scale; Beck Depression Inventory; Emotional exhaustion; Medicine; Clinical psychology; Feeling; Population; Depression (economics); Checklist; Psychiatry; Psychology; Anxiety","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":[0.0004436879,0.0001222524,0.0001563485,0.0006029084,0.0003786004,0.0003894015,0.00008263172,0.0001697623,0.001947955],"category_scores_gemma":[0.002528498,0.0001393817,0.0001685634,0.0003975425,0.0002746319,0.0001745848,0.0004737823,0.0001960344,0.0001245025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422399,"about_ca_system_score_gemma":0.0002699837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318834,"about_ca_topic_score_gemma":0.001795675,"domain_scores_codex":[0.9996483,0.0001124794,0.00003858267,0.00003640789,0.00009245834,0.00007169239],"domain_scores_gemma":[0.9990566,0.0002286913,0.000470637,0.00002403656,0.00009084644,0.0001291226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005849603,0.00004229713,0.9939937,0.00002590496,0.00001638985,0.0001173327,0.0006603398,0.00001229118,0.0004594621,0.00002336921,0.00006673623,0.004523669],"study_design_scores_gemma":[0.000001822489,0.00007211175,0.9984581,0.00001476525,0.000005187374,0.0004256787,0.0008243565,0.00003374261,0.00004038816,0.00002101259,0.0001013849,0.000001366492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994379,0.0001623583,0.00003281206,0.00003442815,0.000003905303,0.000003814826,0.00001706865,6.21685e-7,0.0003070861],"genre_scores_gemma":[0.9996611,0.0001385892,0.00004836082,0.00001182329,0.000007863834,0.000004978452,0.00002197927,2.831781e-7,0.0001051293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001947955,"threshold_uncertainty_score":0.006516635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08280767612821056,"score_gpt":0.4619707572554761,"score_spread":0.3791630811272656,"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."}}