{"id":"W4405612436","doi":"10.3138/jvme-2024-0068","title":"Compassion Fatigue Rounds (CFR): A Proactive Brief Intervention to Introduce Mental Health Awareness in a Veterinary Clerkship","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compassion fatigue; Mental health; Preparedness; Psychological intervention; Medicine; Burnout; Curriculum; Compassion; Nursing; Clinical supervision; Intervention (counseling); Medical education; Psychology; Psychiatry; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003748314,0.0002500985,0.0005401464,0.0007596465,0.0004474173,0.00006053059,0.0003407314,0.0001865596,0.0007538127],"category_scores_gemma":[0.001435511,0.000214263,0.0001558099,0.0007363075,0.00006915787,0.001056389,0.0002285544,0.001382589,0.00008708879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155809,"about_ca_system_score_gemma":0.004989461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005931259,"about_ca_topic_score_gemma":0.00005681946,"domain_scores_codex":[0.9949445,0.001754412,0.001626054,0.0003876411,0.0007981812,0.0004892002],"domain_scores_gemma":[0.9977891,0.0004630614,0.0005981835,0.0002625185,0.0003199523,0.000567179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005615448,0.005379751,0.007731199,0.003597729,0.0003374192,0.0002865278,0.110913,0.00001478942,0.002119964,0.0007713799,0.2828611,0.5803716],"study_design_scores_gemma":[0.002251879,0.01049749,0.1658889,0.01540342,0.00005162037,0.002484962,0.06563879,0.0005297665,0.0000154076,0.0002601131,0.7365404,0.0004371893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127022,0.002146833,0.00144661,0.07052676,0.01203412,0.0007248247,0.000008587491,0.00004569456,0.0003643867],"genre_scores_gemma":[0.992523,0.0007036765,0.001124666,0.002814615,0.001961825,0.000235638,0.00004399302,0.00003846495,0.0005540933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5799345,"threshold_uncertainty_score":0.885109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4485237117072558,"score_gpt":0.5975283828497598,"score_spread":0.149004671142504,"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."}}