{"id":"W2153031117","doi":"10.5430/jha.v4n1p27","title":"Physician Burnout and Occupational Stress: An inconvenient truth with unintended consequences","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Health care; Affect (linguistics); Quality (philosophy); Unintended consequences; Economic shortage; Nursing; Medicine; Psychology; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006864409,0.0006570347,0.001064227,0.001875993,0.004071184,0.007913717,0.001132318,0.008031504,0.004864125],"category_scores_gemma":[0.01309567,0.0005249993,0.0005836508,0.001873081,0.008300727,0.01205704,0.005488226,0.009684767,0.001386597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129795,"about_ca_system_score_gemma":0.00459435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747894,"about_ca_topic_score_gemma":0.008526204,"domain_scores_codex":[0.9948031,0.002289441,0.0005584878,0.0004492328,0.001536308,0.0003634088],"domain_scores_gemma":[0.9844202,0.009532876,0.002592436,0.000642097,0.001867808,0.0009446062],"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":[0.0003544855,0.0002459457,0.03850347,0.009115466,0.0003547144,0.004041414,0.01929104,0.0003625414,0.001553586,0.07157375,0.1584673,0.6961362],"study_design_scores_gemma":[0.00008107785,0.0005466983,0.05770516,0.0347157,0.0003810792,0.01743744,0.08955716,0.0007046931,0.001095362,0.2693178,0.5281486,0.0003092051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01104067,0.3965915,0.002323344,0.5700746,0.01153617,0.00001971258,0.00007107423,0.00004379642,0.008299144],"genre_scores_gemma":[0.2055644,0.5519234,0.004363365,0.1931824,0.03590669,0.00006397173,0.0001125236,0.00005900551,0.008824375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008031504,"threshold_uncertainty_score":0.03630292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987322569596364,"score_gpt":0.3838465480218746,"score_spread":0.353973322325911,"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."}}