{"id":"W4400562016","doi":"10.34172/ijhpm.8166","title":"System-Based Interventions to Address Physician Burnout: A Qualitative Study of Canadian Family Physicians’ Experiences During the COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Hospital; Dalhousie University; Simon Fraser University; Memorial University of Newfoundland; Western University","funders":"Simon Fraser University","keywords":"Burnout; Psychological intervention; Workforce; Thematic analysis; Workload; Pandemic; Distress; Feeling; Nursing; Qualitative research; Psychology; Medicine; Mental health; Health care; Anxiety; Moral injury; Coronavirus disease 2019 (COVID-19); Clinical psychology; Psychiatry; Social psychology; Political science; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01315971,0.0007472496,0.0007284963,0.00147215,0.02747524,0.004014163,0.003169715,0.002520831,0.002776959],"category_scores_gemma":[0.02307119,0.0006578953,0.000471615,0.002041544,0.01391393,0.002383923,0.005335919,0.003368134,0.0001689618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05611372,"about_ca_system_score_gemma":0.07603638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6968506,"about_ca_topic_score_gemma":0.8431015,"domain_scores_codex":[0.9865327,0.008246075,0.0002560375,0.0006237441,0.0009720361,0.003369404],"domain_scores_gemma":[0.9787225,0.01283669,0.001378573,0.0004038298,0.002812951,0.003845427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002821738,0.00004076313,0.002534861,0.0001224684,0.000003645482,0.0005353664,0.992224,0.0000455606,0.000301025,0.0003746496,0.0007786505,0.003010767],"study_design_scores_gemma":[0.000005605426,0.00003637115,0.002587978,0.0001544376,0.000004378231,0.00008432925,0.9901171,0.00006178032,0.00009685257,0.00008355037,0.006755083,0.00001245612],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849631,0.001054017,0.001254808,0.005283104,0.0001328551,0.0003767431,0.0001931576,0.00001939507,0.006722779],"genre_scores_gemma":[0.9942113,0.0007131541,0.001076183,0.001660289,0.00002576549,0.0002237257,0.00005842603,0.000019355,0.002011849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3031494,"threshold_uncertainty_score":0.6098694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1796949617056022,"score_gpt":0.5492045081806743,"score_spread":0.3695095464750722,"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."}}