{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002822307,0.0003601304,0.0009416172,0.000751256,0.000692858,0.00005095423,0.0006179794,0.0004214511,0.0001418694],"category_scores_gemma":[0.0008996769,0.0002597308,0.0001464095,0.0008797927,0.00007222685,0.0001036009,0.00009029415,0.001789725,0.000008123663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006928308,"about_ca_system_score_gemma":0.002825574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000466585,"about_ca_topic_score_gemma":0.001332112,"domain_scores_codex":[0.9941187,0.001170549,0.002334322,0.0003430409,0.00117958,0.000853838],"domain_scores_gemma":[0.9948832,0.001877112,0.001286639,0.0003164603,0.0013748,0.0002617707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000213149,0.0002626417,0.9886778,0.0002564223,0.0002282052,0.00007506181,0.004387411,0.0007227037,0.0004531715,0.00001219238,0.000526324,0.004184911],"study_design_scores_gemma":[0.004106356,0.0001950186,0.9627065,0.01910069,0.000177856,0.000003295118,0.009898788,0.0009643476,0.00003878255,0.000712279,0.001810712,0.0002853961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981103,0.01320456,0.002601163,0.000623366,0.001548472,0.0006692118,0.00001215472,0.00003140092,0.0002066729],"genre_scores_gemma":[0.9946837,0.002499601,0.0005477176,0.001626978,0.0002179458,0.00002745305,0.000006358544,0.00004574809,0.0003444888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02597133,"threshold_uncertainty_score":0.9999855,"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."}}