{"id":"W2896588064","doi":"10.1016/j.wombi.2018.10.002","title":"A survey of burnout and intentions to leave the profession among Western Canadian midwives","year":2018,"lang":"en","type":"article","venue":"Women and Birth","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Association of Ontario Midwives","keywords":"Burnout; Workforce; Stressor; Mental health; Nursing; Emotional exhaustion; Scale (ratio); Medicine; Anxiety; Psychology; Occupational stress; Maternity leave; Sick leave; Clinical psychology; Psychiatry; Political science","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":[0.001772646,0.0003725589,0.0004446198,0.001593822,0.006878189,0.00178416,0.001320971,0.001036402,0.002026465],"category_scores_gemma":[0.003763398,0.0007148065,0.0005167419,0.003073701,0.001461635,0.0007875057,0.001624157,0.001485786,0.000413413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01531182,"about_ca_system_score_gemma":0.0227652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9721897,"about_ca_topic_score_gemma":0.9853858,"domain_scores_codex":[0.9981672,0.0002071167,0.0001125686,0.0001235264,0.0004764904,0.0009131197],"domain_scores_gemma":[0.9972256,0.000249492,0.000491843,0.00004840591,0.0009778851,0.001006764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004920588,0.0001693475,0.9611993,0.00004579102,0.00002165087,0.0001312024,0.03371063,0.00002134258,0.0002373651,0.00007782098,0.0006398138,0.003696584],"study_design_scores_gemma":[0.000002780724,0.00007055038,0.9387079,0.00005929991,0.00000800051,0.0000382415,0.05980922,0.0000332187,0.00003178017,0.00001470629,0.001211261,0.00001304544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979283,0.000156821,0.00002526512,0.0001736601,0.000009217288,0.00003403598,0.0002706949,0.000001618622,0.001400415],"genre_scores_gemma":[0.9969401,0.0004199953,0.0001194454,0.0002853217,0.00000655122,0.00005402412,0.0002585076,0.000003454055,0.001912701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02781028,"threshold_uncertainty_score":0.1110955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937354598198093,"score_gpt":0.3011028068568166,"score_spread":0.2717292608748356,"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."}}