{"id":"W2916779142","doi":"10.1007/s12630-019-01321-y","title":"Gender differences in career satisfaction, moral distress, and incivility: a national, cross-sectional survey of Canadian critical care physicians","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lawson Health Research Institute; St. Michael's Hospital; Western University; University of Toronto; Hamilton Health Sciences; London Health Sciences Centre; McMaster University","funders":"","keywords":"Burnout; Medicine; Mentorship; Cross-sectional study; Family medicine; Workload; Specialty; Job satisfaction; Nursing; Psychology; Clinical psychology; Social 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":[0.0009473026,0.0003424849,0.0003659633,0.001231304,0.002417564,0.0009623047,0.001046943,0.001103177,0.002247586],"category_scores_gemma":[0.002692818,0.0005408105,0.0005612297,0.002449656,0.000957029,0.0005028973,0.0008166318,0.0010549,0.0003142456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007567215,"about_ca_system_score_gemma":0.008828697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.922931,"about_ca_topic_score_gemma":0.9553445,"domain_scores_codex":[0.9988563,0.0001097219,0.00006313148,0.0001209014,0.0003174137,0.0005324716],"domain_scores_gemma":[0.9978306,0.0001904117,0.0005023858,0.00006292247,0.0005405807,0.0008731043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002418464,0.00004839763,0.9984071,0.00000527778,0.00002096672,0.00002175386,0.0006540058,0.00001246844,0.00005230631,0.00001464129,0.00025601,0.0004829631],"study_design_scores_gemma":[0.000001798449,0.00001275849,0.9986412,0.000004718499,0.000003571121,0.00001353909,0.001163794,0.00002427028,0.000005205984,0.000004148138,0.0001222052,0.000002750814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982285,0.0001485308,0.00001857581,0.0001709952,0.000008734475,0.00001277618,0.0006979242,0.000001792942,0.0007121678],"genre_scores_gemma":[0.9988512,0.00012945,0.00004681779,0.0001346133,0.000006100891,0.00001244359,0.0004915713,0.000001520485,0.0003262581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07706904,"threshold_uncertainty_score":0.1550458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08897943293069072,"score_gpt":0.3587830287975821,"score_spread":0.2698035958668913,"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."}}