{"id":"W4413258296","doi":"10.1002/jgc4.70094","title":"Factors associated with increased burnout in genetic counseling students","year":2025,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Cynicism; Stressor; Psychology; Clinical psychology; Genetic counseling; Thematic analysis; Emotional exhaustion; Workload; Mental health; Medical education; Medicine; Qualitative research; Psychiatry","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":[0.0006798772,0.0001446673,0.0002130431,0.0009417771,0.0009735882,0.0006802976,0.0001764027,0.0004788807,0.002476657],"category_scores_gemma":[0.003736526,0.0001737564,0.0002824778,0.000691386,0.0003286751,0.0001708358,0.0005515221,0.0007240283,0.0002069378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003784138,"about_ca_system_score_gemma":0.0009324871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003234681,"about_ca_topic_score_gemma":0.005379654,"domain_scores_codex":[0.999094,0.0002979494,0.00007603141,0.00006557281,0.0002612958,0.0002052355],"domain_scores_gemma":[0.9971616,0.0005681815,0.001029251,0.0000737567,0.0003100639,0.0008571155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002307086,0.0001041031,0.9950845,0.00001323541,0.00002029386,0.00007385591,0.0006465837,0.00001630984,0.0003353837,0.00002216423,0.0001338265,0.003526667],"study_design_scores_gemma":[0.000001926222,0.00006465679,0.997974,0.00001960316,0.00001228734,0.0001809137,0.00137719,0.00007959971,0.0000591175,0.00002656817,0.000200486,0.00000377332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992436,0.0001138272,0.00004300099,0.0001196259,0.000006973652,0.000004704459,0.00001418176,0.000002280688,0.0004517614],"genre_scores_gemma":[0.999675,0.00006390442,0.00005184815,0.00004449716,0.000006259466,0.000004396388,0.00002257821,0.000001161466,0.0001302934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003234681,"threshold_uncertainty_score":0.008285284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04755061765286848,"score_gpt":0.4071447020525527,"score_spread":0.3595940843996842,"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."}}