{"id":"W4389204738","doi":"10.33457/ijhsrp.1232220","title":"PHYSICIAN HEALTH AND WELLNESS- ASSESSMENT OF A PEER SUPPORT PROGRAM IN A WESTERN CANADIAN TERTIARY HOSPITAL PEDIATRIC DEPARTMENT","year":2023,"lang":"en","type":"article","venue":"International Journal of Health Services Research and Policy","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Burnout; Nursing; Peer support; Stressor; Medicine; Schedule; Family medicine; Scale (ratio); Work (physics); Medical education; Psychology","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":[0.001026883,0.0002906337,0.0001968413,0.0005686117,0.004074589,0.000709408,0.0008948062,0.0003003073,0.001958909],"category_scores_gemma":[0.002649108,0.000278465,0.0002162649,0.0007677389,0.0006367539,0.0002770952,0.000795554,0.0006461208,0.0001535477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01985043,"about_ca_system_score_gemma":0.02908474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8805274,"about_ca_topic_score_gemma":0.9677624,"domain_scores_codex":[0.9989304,0.0001906638,0.00003874051,0.00006421346,0.0003600572,0.0004159459],"domain_scores_gemma":[0.9978083,0.0001012088,0.0001848579,0.00003050994,0.0006544394,0.001220686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005198317,0.003399617,0.8920825,0.0002101186,0.00004624038,0.002226317,0.04380372,0.0002941903,0.003297655,0.0001882924,0.0029887,0.05094276],"study_design_scores_gemma":[0.00002995749,0.001016959,0.9617761,0.00004521423,0.00001670162,0.0002510342,0.03380506,0.0002904134,0.0004421921,0.00001405664,0.002291207,0.00002102278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990078,0.00003984373,0.00002122301,0.0001186057,0.000003173898,0.00006848382,0.00003788783,0.00000280224,0.0007002915],"genre_scores_gemma":[0.9983329,0.0001797367,0.0003642027,0.00009069781,0.000005846101,0.00004457979,0.00007350426,0.000002229013,0.0009062869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8805274,"threshold_uncertainty_score":0.2403524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0601846063451793,"score_gpt":0.5478150570974948,"score_spread":0.4876304507523155,"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."}}