{"id":"W4324385692","doi":"10.3899/jrheum.221114","title":"An Evaluation of Burnout Among US Rheumatology Fellows: A National Survey","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Burnout; Medicine; Psychological intervention; Family medicine; Emotional exhaustion; Quality of life (healthcare); Rheumatology; Thematic analysis; Depression (economics); Internal medicine; Gerontology; Clinical psychology; Nursing; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003923548,0.0001620679,0.0002125482,0.001379028,0.0004291547,0.000321611,0.0002877747,0.0004197886,0.0008522487],"category_scores_gemma":[0.008913212,0.0002248241,0.0002841891,0.001070209,0.0002365831,0.0006635772,0.0008575778,0.0003961406,0.0002663699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000503686,"about_ca_system_score_gemma":0.0009887514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004669883,"about_ca_topic_score_gemma":0.006529815,"domain_scores_codex":[0.9979374,0.000888926,0.0003200045,0.0001219968,0.0005183828,0.0002133532],"domain_scores_gemma":[0.9934564,0.001135365,0.002401653,0.0002457159,0.001704593,0.001056252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004379165,0.0001015571,0.9945444,0.00004967296,0.00001884726,0.00002727836,0.0006206374,0.00002878213,0.0002550069,0.000006744003,0.0003157952,0.00398743],"study_design_scores_gemma":[0.000004272001,0.0001595295,0.9982277,0.00002327135,0.000004189308,0.00008740814,0.000970341,0.000105219,0.00005489568,0.000003984822,0.0003567366,0.000002527533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984576,0.0001783598,0.0001642402,0.0001541857,0.000006062008,0.00005044056,0.000429863,0.00000733757,0.0005520235],"genre_scores_gemma":[0.9981761,0.0002435784,0.000491513,0.0001180725,0.00001351263,0.0001199697,0.0006442327,0.000002764947,0.0001901524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004669883,"threshold_uncertainty_score":0.02074999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326864150264608,"score_gpt":0.4692279985688735,"score_spread":0.3365415835424127,"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."}}