{"id":"W2772534372","doi":"10.1016/j.jmir.2017.10.008","title":"Examining the Prevalence of Compassion Fatigue and Burnout in Radiation Therapists Caring for Palliative Cancer Patients","year":2017,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Burnout; Compassion fatigue; Radiation Therapist; Palliative care; Medicine; Compassion; Clinical psychology; Psychology; Psychotherapist; Nursing; Radiation therapy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002741701,0.0001479853,0.0002503364,0.0009491082,0.001231674,0.0009068543,0.0004020082,0.0009274835,0.001436571],"category_scores_gemma":[0.01577324,0.0004228117,0.0005293869,0.0007144712,0.0005752597,0.000888096,0.001686438,0.001010322,0.0001569814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007574513,"about_ca_system_score_gemma":0.001462407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003970642,"about_ca_topic_score_gemma":0.008861981,"domain_scores_codex":[0.9982892,0.0006866281,0.0002920093,0.0001209762,0.0002483373,0.0003627781],"domain_scores_gemma":[0.9916115,0.002504338,0.003757771,0.0001958707,0.0008688513,0.001061702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003487649,0.0001105423,0.9951701,0.00003662978,0.00003227616,0.00003883369,0.002637803,0.00001617175,0.0001036556,0.00002558124,0.00008286616,0.00171059],"study_design_scores_gemma":[0.000004352439,0.0001138413,0.9895694,0.00004842694,0.00001655949,0.0001769196,0.009675788,0.00007960106,0.00003609196,0.00002501484,0.0002488581,0.000005126559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994107,0.0001170861,0.00003594047,0.000126655,0.000005995016,0.000008755935,0.00002247823,4.343359e-7,0.0002720102],"genre_scores_gemma":[0.9995982,0.0001086542,0.000084575,0.00007228076,0.000007704779,0.00001978135,0.00002870319,5.797336e-7,0.00007942706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003970642,"threshold_uncertainty_score":0.01449966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308817172806326,"score_gpt":0.4976597590790126,"score_spread":0.36677804179838,"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."}}