{"id":"W2772042334","doi":"10.5489/cuaj.4668","title":"Urologist burnout: Frequency, causes, and potential solutions to an unspoken entity","year":2017,"lang":"en","type":"review","venue":"Canadian Urological Association Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Université de Montréal","funders":"","keywords":"Burnout; Excellence; Psychological intervention; Medicine; Health care; Psychology; Medical education; Nursing; Clinical psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004005702,0.0004674639,0.0005887678,0.003671506,0.002036566,0.002101601,0.001016928,0.002080472,0.002582109],"category_scores_gemma":[0.01182404,0.0004022604,0.0004725147,0.003711408,0.001305924,0.003707087,0.002035105,0.001476854,0.0003739084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504905,"about_ca_system_score_gemma":0.002284469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003637118,"about_ca_topic_score_gemma":0.00654779,"domain_scores_codex":[0.9972563,0.001057235,0.0003040411,0.0002908616,0.0006860771,0.0004055708],"domain_scores_gemma":[0.99086,0.002839541,0.003399156,0.0001859723,0.001696303,0.001018971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001648722,0.0002312665,0.8172985,0.00147926,0.0001115343,0.00118908,0.003052936,0.0001730158,0.000308257,0.00237372,0.008722432,0.1648951],"study_design_scores_gemma":[0.00002751108,0.0002950682,0.9455172,0.005157487,0.0001659554,0.00792072,0.01859758,0.001404682,0.000213381,0.005257218,0.01535988,0.00008321938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3838881,0.4997274,0.002825827,0.101455,0.001775781,0.00009392979,0.0004948777,0.00007840512,0.009660652],"genre_scores_gemma":[0.9030396,0.08796227,0.001742369,0.002833375,0.003467078,0.00006757928,0.0002671327,0.00001474879,0.0006056982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004005702,"threshold_uncertainty_score":0.02118444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470233879669685,"score_gpt":0.4410571547257842,"score_spread":0.2940337667588157,"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."}}