{"id":"W2556686765","doi":"10.1007/s12630-016-0772-1","title":"Anesthesiology Resident Wellness Program at the University of Saskatchewan: concept and development","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Anesthesiology; Medical education; Medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.009739677,0.0003831658,0.0002724428,0.001181572,0.00236928,0.0024071,0.002386033,0.0006192325,0.002898043],"category_scores_gemma":[0.006676969,0.0003344785,0.0003443128,0.00109973,0.001277109,0.0007950455,0.004076943,0.001558382,0.0004070745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01513334,"about_ca_system_score_gemma":0.1863185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1190363,"about_ca_topic_score_gemma":0.3792518,"domain_scores_codex":[0.9967484,0.001312441,0.0001574666,0.0001863386,0.0008572646,0.0007380497],"domain_scores_gemma":[0.9840364,0.0009638264,0.0006901945,0.0003806654,0.004523257,0.009405634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003769866,0.01044247,0.2990132,0.001574819,0.0001191989,0.000598987,0.02482106,0.0007775413,0.01048293,0.01079604,0.02356972,0.617427],"study_design_scores_gemma":[0.0004559018,0.003519681,0.7917157,0.003356977,0.0001829525,0.0003706203,0.08777658,0.002167872,0.005596715,0.002179514,0.1025878,0.00008977021],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009805,0.002824934,0.0120561,0.02808285,0.0007208389,0.02102503,0.001282249,0.0001769827,0.03285056],"genre_scores_gemma":[0.8563803,0.004867497,0.09763841,0.005600575,0.0001143687,0.01556425,0.001101419,0.00004669314,0.01868648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8809637,"threshold_uncertainty_score":0.2366868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486714867293918,"score_gpt":0.2929407509054774,"score_spread":0.2680736022325383,"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."}}