{"id":"W192596352","doi":"10.1097/smj.0b013e3181e20cad","title":"Primary Language and Cultural Background as Factors in Resident Burnout in Medical Specialties: A Study in a Bilingual US City","year":2010,"lang":"en","type":"article","venue":"Southern Medical Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Texas Tech University Health Sciences Center","keywords":"Depersonalization; Medicine; Burnout; Marital status; Emotional exhaustion; Family medicine; Ethnic group; Odds ratio; Demography; Population; Clinical psychology; Internal medicine","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":[0.0005472667,0.0002425106,0.0002363135,0.000651316,0.001694805,0.0005834917,0.0002412613,0.0002774455,0.001955149],"category_scores_gemma":[0.0010659,0.0003829647,0.0003032818,0.0007286109,0.0004852349,0.0003447715,0.0007627346,0.0004699523,0.0002988264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005940894,"about_ca_system_score_gemma":0.001188667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03716249,"about_ca_topic_score_gemma":0.07798889,"domain_scores_codex":[0.9996798,0.0001026922,0.00002129874,0.00003364871,0.00005303833,0.000109475],"domain_scores_gemma":[0.9990282,0.0001185328,0.0002932543,0.00002966608,0.0001410622,0.0003894154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000055546,0.0001995508,0.9947894,0.00001008264,0.00001286272,0.0001747803,0.003525686,0.000005757345,0.0003514964,0.000009574254,0.00009703539,0.0007682506],"study_design_scores_gemma":[0.00001020889,0.0001561773,0.9870536,0.00001412054,0.00001119478,0.0002392186,0.0122357,0.00005005527,0.00005126683,0.000007999422,0.0001669991,0.00000346506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998373,0.00001678741,0.00001133993,0.00002405906,0.000001563362,0.000002803195,0.00001592322,3.289145e-7,0.00008984423],"genre_scores_gemma":[0.9997142,0.00003920518,0.00002813548,0.0000688947,0.000004061929,0.000007007443,0.00003730354,0.000001034077,0.0001001339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03716249,"threshold_uncertainty_score":0.07389235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04991859518992793,"score_gpt":0.4485636150786946,"score_spread":0.3986450198887667,"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."}}