{"id":"W4400402131","doi":"10.1111/jpm.13082","title":"Personal trauma history and secondary traumatic stress in mental health professionals: A systematic review","year":2024,"lang":"en","type":"review","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Mental health; Compassion fatigue; Medicine; Clinical psychology; Traumatic stress; MEDLINE; Psychiatry; Psychology; Burnout","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01029232,0.001123049,0.006400011,0.009369743,0.0009288277,0.003324276,0.00189005,0.002322852,0.004388741],"category_scores_gemma":[0.05792394,0.001196859,0.005504278,0.01326201,0.001314664,0.003130495,0.002077419,0.001352318,0.0002491679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004698825,"about_ca_system_score_gemma":0.01477997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009268718,"about_ca_topic_score_gemma":0.02126188,"domain_scores_codex":[0.9866762,0.004776323,0.00450182,0.0009108615,0.002710721,0.0004242184],"domain_scores_gemma":[0.9378092,0.04567008,0.01163819,0.0008628361,0.003325188,0.000694573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001216125,0.00001587698,0.002274396,0.9738863,0.005518632,0.0001596231,0.0004809123,0.0000442888,0.00005526142,0.0001314452,0.0009268829,0.01638488],"study_design_scores_gemma":[0.0001344949,0.0001577234,0.00938281,0.9526957,0.02918281,0.0006099185,0.0007083766,0.00004361571,0.00006902386,0.0002053259,0.006782229,0.0000279108],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002862251,0.9954926,0.0001162501,0.0003205897,0.00009411534,0.0004469717,0.000355938,0.000005918243,0.0003054453],"genre_scores_gemma":[0.04303669,0.9538411,0.0006519582,0.000630426,0.0001105903,0.001325758,0.0002704744,0.000005206153,0.0001278883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01029232,"threshold_uncertainty_score":0.05443168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029935980123574,"score_gpt":0.4841849868501911,"score_spread":0.3811913888378337,"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."}}