{"id":"W4391445580","doi":"10.1186/s12888-024-05534-4","title":"Psychological pathway to emotional exhaustion among nurses and midwives who provide perinatal bereavement care in China: a path analysis","year":2024,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical and Health Research Project of Zhejiang Province; China Scholarship Council; Fudan University","keywords":"Emotional exhaustion; Path analysis (statistics); Psychological intervention; Medicine; Mental health; Clinical psychology; Confidence interval; Emotional support; Cross-sectional study; Social support; Compassion fatigue; Emotional well-being; Psychology; Nursing; Psychiatry; Burnout; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002662743,0.0003199425,0.0003675215,0.0005530597,0.0001466353,0.00009215196,0.0001720563,0.0001917859,0.0005459404],"category_scores_gemma":[0.000009817918,0.0002795317,0.0001956438,0.0008425575,0.0001014093,0.000135966,0.00007202,0.0003188598,0.000099483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667576,"about_ca_system_score_gemma":0.00008774298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008185612,"about_ca_topic_score_gemma":0.005365213,"domain_scores_codex":[0.9974516,0.0001896058,0.0004990575,0.00102144,0.0003054959,0.0005328156],"domain_scores_gemma":[0.9991974,0.00003062511,0.00007855584,0.0003838032,0.00002860267,0.0002810108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002944588,0.0006284436,0.9604729,0.0006549741,0.0001980222,0.00002073095,0.01112096,0.00003014618,0.00002859849,0.01668005,0.001726807,0.008143893],"study_design_scores_gemma":[0.0008937932,0.0007737046,0.9850717,0.0003933126,0.0001254035,0.00002081742,0.01004638,0.00008025511,0.000006544605,0.0006670863,0.001611707,0.0003092492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869808,0.002867098,0.0004267606,0.0004707702,0.003173995,0.0009331241,0.0002520013,0.0001315363,0.004763897],"genre_scores_gemma":[0.9948738,0.00004029323,0.001481471,0.0003384919,0.0003775696,0.000300598,0.0001736492,0.00003197726,0.002382116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02459883,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547355135096447,"score_gpt":0.3329880827723453,"score_spread":0.3175145314213809,"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."}}