{"id":"W3043260125","doi":"10.1016/j.phro.2020.07.001","title":"Professional quality of life and burnout among medical physicists working in radiation oncology: The role of alexithymia and empathy","year":2020,"lang":"en","type":"article","venue":"Physics and Imaging in Radiation Oncology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Empathy; Burnout; Compassion fatigue; Clinical psychology; Empathic concern; Quality of life (healthcare); Psychology; Personal distress; Medicine; Distress; Oncology; Nursing; Psychiatry; Perspective-taking","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001727037,0.000148443,0.0005962552,0.00007962995,0.0002256775,0.000005315499,0.0001170451,0.0002290311,0.00002500544],"category_scores_gemma":[0.0007533384,0.0001140494,0.00003269867,0.0002623644,0.0003122984,0.0001598159,0.0001842914,0.0008552821,9.863813e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178832,"about_ca_system_score_gemma":0.001068859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111451,"about_ca_topic_score_gemma":0.0003899384,"domain_scores_codex":[0.9964699,0.001623994,0.0009814083,0.0003087609,0.0003032532,0.0003126894],"domain_scores_gemma":[0.9967968,0.002023234,0.0007666892,0.0001147452,0.00009236253,0.0002061087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001139053,0.0001040233,0.7208585,0.0001996969,0.000008156469,0.00000131071,0.01715789,0.000009411688,0.0002511916,0.002878504,0.00005627441,0.2583612],"study_design_scores_gemma":[0.001977747,0.00009004602,0.9590255,0.0007496129,0.000007697467,4.946473e-7,0.008946163,0.02306843,0.00003476008,0.004336172,0.001649212,0.0001141392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774447,0.005258732,0.00007607824,0.01555054,0.0002870116,0.0005698324,0.0000151898,0.00001264848,0.0007852667],"genre_scores_gemma":[0.9954206,0.001616649,0.00009750488,0.002317082,0.0004158154,0.0000888659,0.00002416771,0.00001372844,0.000005528826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.258247,"threshold_uncertainty_score":0.46508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05128370015165355,"score_gpt":0.4377674450935435,"score_spread":0.3864837449418899,"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."}}