{"id":"W4414555991","doi":"10.1503/cjs.009124","title":"Wellness interventions in surgery: a scoping review","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychological intervention; Intervention (counseling); MEDLINE; Qualitative research; Outcome (game theory)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01071961,0.001645727,0.004909991,0.01344555,0.001227882,0.003605449,0.002066613,0.002794147,0.005875841],"category_scores_gemma":[0.04229914,0.00105971,0.004934968,0.0128534,0.001122364,0.00229115,0.002154873,0.002070133,0.0006252233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004300821,"about_ca_system_score_gemma":0.01829684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148644,"about_ca_topic_score_gemma":0.02510924,"domain_scores_codex":[0.9937108,0.002069512,0.001979847,0.0004090151,0.001570681,0.0002602346],"domain_scores_gemma":[0.9657367,0.02711226,0.003444904,0.0004376381,0.002877722,0.0003907881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009429258,0.00005498936,0.000370257,0.7552196,0.001570183,0.00006890452,0.0004448269,0.0001481202,0.0001331505,0.0007004706,0.004856729,0.2363386],"study_design_scores_gemma":[0.00003292637,0.00005698348,0.00114902,0.9566193,0.004364014,0.0001353569,0.0002726912,0.00004858245,0.00008313701,0.0003151935,0.03690825,0.00001447881],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001581797,0.9990215,0.00008332112,0.0002127929,0.0001166387,0.00009515588,0.00004678497,0.000004364582,0.0002612662],"genre_scores_gemma":[0.001566108,0.997717,0.0002283437,0.0001625318,0.00004986051,0.0001576799,0.00004844275,0.000002445531,0.00006753987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01344555,"threshold_uncertainty_score":0.05669141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3356515462568151,"score_gpt":0.5253510767979439,"score_spread":0.1896995305411288,"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."}}