{"id":"W4287009523","doi":"10.3390/healthcare10081370","title":"Analysis on Burnout, Job Conditions, Alexithymia, and Other Psychological Symptoms in a Sample of Italian Anesthesiologists and Intensivists, Assessed Just before the COVID-19 Pandemic: An AAROI-EMAC Study","year":2022,"lang":"en","type":"article","venue":"Healthcare","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Burnout; Coronavirus disease 2019 (COVID-19); Alexithymia; Sample (material); 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Clinical psychology; Psychiatry; Virology; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.0009258686,0.0004055135,0.0003301084,0.001495193,0.0007860943,0.0005903333,0.0002801279,0.000625696,0.0008818015],"category_scores_gemma":[0.001997412,0.0004268643,0.0004165409,0.001047634,0.0004496629,0.0003463609,0.0006628664,0.000465843,0.00034909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006492918,"about_ca_system_score_gemma":0.0005888692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01259664,"about_ca_topic_score_gemma":0.01511427,"domain_scores_codex":[0.999525,0.0001403734,0.00003815778,0.00007558565,0.0000837039,0.0001372831],"domain_scores_gemma":[0.9986147,0.0001931971,0.0004324116,0.00008700564,0.000206621,0.0004660371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008546707,0.0001339739,0.9973161,0.000009710273,0.00001686521,0.00007294716,0.001182617,0.00001164677,0.0002898337,0.000005218285,0.0001000114,0.0007756855],"study_design_scores_gemma":[0.000003458909,0.00008598802,0.9992049,0.00000198817,0.000003498353,0.00004681566,0.0005567589,0.00002226278,0.00001095534,0.000001360429,0.00006068759,0.000001390701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997408,0.00002987526,0.00001326412,0.00001150264,0.000001924176,0.00001004819,0.00006232373,5.875272e-7,0.0001297528],"genre_scores_gemma":[0.9993258,0.00007098474,0.00005519805,0.00003878031,0.00001265986,0.00003478095,0.0002730438,0.000001716725,0.0001871912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01259664,"threshold_uncertainty_score":0.02504665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754741973356125,"score_gpt":0.5042199661151302,"score_spread":0.3287457687795177,"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."}}