{"id":"W4407969276","doi":"10.2147/jhl.s487849","title":"Physician Leadership and Its Effect on Physician Burnout and Satisfaction During the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Burnout; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Job satisfaction; Psychology; Medicine; Family medicine; Nursing; Social psychology; Virology; Clinical psychology; Internal medicine","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":[0.001563842,0.0001218056,0.0001653247,0.0003488822,0.0006015039,0.0007692589,0.0002365938,0.0004085,0.002724718],"category_scores_gemma":[0.01145336,0.00008026301,0.0002521644,0.0003797028,0.0004815026,0.0002800619,0.0007053615,0.0007157316,0.000293835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353202,"about_ca_system_score_gemma":0.001690577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01737067,"about_ca_topic_score_gemma":0.01987171,"domain_scores_codex":[0.9984402,0.0006308241,0.00008249586,0.00006883013,0.0003647255,0.0004129678],"domain_scores_gemma":[0.9928707,0.001130631,0.002822898,0.0001231605,0.0009856651,0.002066932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002917027,0.0002044056,0.9869338,0.00002909826,0.00003976362,0.00009345811,0.0006730643,0.0001024085,0.0002840184,0.00003589231,0.0006488005,0.0106635],"study_design_scores_gemma":[0.000004550038,0.0001085057,0.9989116,0.00000809222,0.000003980311,0.00005325871,0.0005516281,0.00009199447,0.00003054309,0.000008699205,0.0002253732,0.000001802721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968386,0.0003890383,0.00006848308,0.0006666307,0.00002264196,0.00001253671,0.00009488786,0.000006713349,0.001900373],"genre_scores_gemma":[0.9995907,0.0000638436,0.00003911572,0.00007853414,0.00001518301,0.000005159964,0.00006238173,0.000001489958,0.0001436355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01737067,"threshold_uncertainty_score":0.0345391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691284120220981,"score_gpt":0.4448455307979459,"score_spread":0.2757171187758479,"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."}}