{"id":"W1982265786","doi":"10.1503/cjs.000611","title":"Attending surgeon burnout and satisfaction with the establishment of a regional acute care surgical service","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Burnout; Service (business); Medical emergency; Nursing; General surgery; Family medicine","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":[0.001957178,0.0001048975,0.0001507915,0.0005431214,0.0006561792,0.0005787787,0.0002517423,0.000244807,0.003738355],"category_scores_gemma":[0.009717572,0.0001181308,0.000217554,0.0004286195,0.0004387071,0.0001776643,0.0005767736,0.0004160409,0.0002134593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000897856,"about_ca_system_score_gemma":0.001920696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02495905,"about_ca_topic_score_gemma":0.03981218,"domain_scores_codex":[0.9984874,0.0005732148,0.000110656,0.00004636759,0.0003956071,0.0003866511],"domain_scores_gemma":[0.9869912,0.001870518,0.004859301,0.0001572313,0.001707087,0.004414594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005428136,0.00004703385,0.996043,0.00001944284,0.00001822195,0.00005721233,0.0007159563,0.00003542711,0.0001249799,0.00002649282,0.0004264731,0.002431455],"study_design_scores_gemma":[0.000003090301,0.00007513227,0.9970617,0.0000163086,0.000005007497,0.0001301108,0.002208858,0.0000707444,0.00003044658,0.00000969183,0.0003861193,0.000002782123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985329,0.00009726484,0.00003751192,0.0002927884,0.00001117734,0.00000584493,0.0000411037,0.000001699966,0.0009797177],"genre_scores_gemma":[0.9995582,0.00008459145,0.00005683329,0.00006209357,0.00001209004,0.000003053465,0.00005155903,0.000001064337,0.0001705603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02495905,"threshold_uncertainty_score":0.04962754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06560127111682225,"score_gpt":0.3552685205623224,"score_spread":0.2896672494455002,"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."}}