{"id":"W2158565619","doi":"","title":"Secondary Traumatic Stress and Alexithymia in High-Risk Professionals","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Alexithymia; Compassion fatigue; Psychology; Stress (linguistics); Clinical psychology; Medicine; Psychiatry; Burnout","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":[0.0002916293,0.0001261858,0.0001569156,0.0006248876,0.0005872457,0.0005647579,0.0001262354,0.0002631184,0.001849653],"category_scores_gemma":[0.00216145,0.0001534558,0.000191212,0.0003601659,0.0004416359,0.0001972345,0.0006198643,0.0005387205,0.0001306687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216827,"about_ca_system_score_gemma":0.0004615372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003538961,"about_ca_topic_score_gemma":0.005562986,"domain_scores_codex":[0.9996607,0.00008965019,0.00002779904,0.00003461118,0.00009707003,0.00009009708],"domain_scores_gemma":[0.9992059,0.0001243119,0.0003582114,0.00002881255,0.00006194146,0.0002208506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005832624,0.00009517999,0.992059,0.00001435365,0.00001524465,0.0002787056,0.001159522,0.00001557714,0.000887654,0.00005225978,0.00006327125,0.005300824],"study_design_scores_gemma":[0.000002089385,0.00009100156,0.9980262,0.000006652367,0.000005631288,0.0006489856,0.00095755,0.00004100979,0.00008645576,0.00005309045,0.00007930942,0.000001986416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999534,0.00004785928,0.00002075019,0.00003014567,0.000002196613,0.00000318778,0.000006313929,7.515289e-7,0.0003548816],"genre_scores_gemma":[0.9997839,0.00004887505,0.00003627419,0.00001296144,0.000002822574,0.000002195127,0.00001128886,3.154013e-7,0.0001012661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003538961,"threshold_uncertainty_score":0.007036746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04675803573365434,"score_gpt":0.3116607110351299,"score_spread":0.2649026753014755,"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."}}