{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002681602,0.0008241126,0.0006460915,0.002189344,0.001287564,0.0017329,0.0008446597,0.000570553,0.00312327],"category_scores_gemma":[0.00633317,0.0004997405,0.00240962,0.002233719,0.0006328353,0.001187163,0.002440391,0.00111611,0.0001451377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425394,"about_ca_system_score_gemma":0.009410999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02744456,"about_ca_topic_score_gemma":0.02404669,"domain_scores_codex":[0.998418,0.0006353667,0.0001482487,0.0002094192,0.0001795364,0.0004094867],"domain_scores_gemma":[0.9976262,0.0009750241,0.0004900207,0.00008280349,0.0004142864,0.000411612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004477469,0.0001289612,0.9872426,0.00009578368,0.0001434886,0.0002253631,0.003189441,0.000496973,0.00004853331,0.000409272,0.0001741977,0.007800686],"study_design_scores_gemma":[0.00003179693,0.0002182406,0.972937,0.0002665528,0.0002767181,0.0002682959,0.01641303,0.007789476,0.00008377526,0.001119864,0.0005625068,0.00003287567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982115,0.0001671296,0.0005032889,0.0003801869,0.000009923033,0.0001013563,0.0001821237,0.000005431973,0.0004390631],"genre_scores_gemma":[0.9981275,0.0002649812,0.0008993089,0.00004257377,0.00000347177,0.0001393396,0.000313165,0.000002064967,0.000207666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02744456,"threshold_uncertainty_score":0.05456966,"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."}}