{"id":"W4413624799","doi":"10.1097/gox.0000000000006878","title":"Five Practical Video Modules to Reduce Physician Burnout Through Mindfulness and Systematic Review of Evidence","year":2025,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mindfulness; Burnout; Psychological intervention; Meditation; Psychology; Emotional exhaustion; Emotional intelligence; Excellence; Coaching; Systematic review; Randomized controlled trial; Psychotherapist; Clinical psychology; Medicine; MEDLINE; Social psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01242252,0.0009817689,0.00253006,0.009136583,0.0006084421,0.001320832,0.001290379,0.001260525,0.004420214],"category_scores_gemma":[0.04567025,0.0005569158,0.003726377,0.004825472,0.0005564388,0.001756018,0.002039521,0.001061879,0.000241073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003599329,"about_ca_system_score_gemma":0.01024727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006226492,"about_ca_topic_score_gemma":0.02415071,"domain_scores_codex":[0.9926623,0.003865762,0.001750829,0.0003541031,0.001168442,0.0001985291],"domain_scores_gemma":[0.9745214,0.016712,0.00526388,0.0004501733,0.002496656,0.0005558755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001096834,0.0003141879,0.001533518,0.6149818,0.008937143,0.0001129929,0.0009262703,0.0003136531,0.001097086,0.0007379675,0.006485381,0.3634632],"study_design_scores_gemma":[0.001887212,0.001780387,0.01280179,0.9098482,0.0370966,0.0002583619,0.0005755617,0.0004131131,0.0008710247,0.0008163863,0.03359026,0.00006104016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01337266,0.9627969,0.003330468,0.003928879,0.0008910586,0.01215494,0.001378294,0.000151763,0.001994958],"genre_scores_gemma":[0.07111868,0.8867131,0.02269493,0.003589195,0.0003994585,0.0132772,0.001252009,0.00002668888,0.0009288618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01242252,"threshold_uncertainty_score":0.06569731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128527131697931,"score_gpt":0.4652472635415636,"score_spread":0.3523945503717705,"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."}}