{"id":"W4406757110","doi":"10.1136/ebnurs-2024-104174","title":"Investigating the correlations between a history of personal trauma and secondary traumatic stress symptoms in mental health professionals","year":2025,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University; University of Alberta","funders":"","keywords":"Mental health; Psychology; Compassion fatigue; Health professionals; Clinical psychology; Psychiatry; Medicine; Burnout; Health care","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":[],"consensus_categories":[],"category_scores_codex":[0.00132895,0.0001797927,0.0003716483,0.0004010136,0.0002276899,0.00002273927,0.0002810824,0.0001032823,0.0003338832],"category_scores_gemma":[0.0002936229,0.0001519851,0.00006980193,0.0004398907,0.0007475745,0.0001980749,0.0000308068,0.0005838402,0.000004337976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008497935,"about_ca_system_score_gemma":0.001235092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000826904,"about_ca_topic_score_gemma":0.0001398826,"domain_scores_codex":[0.9968478,0.001293553,0.0006697293,0.0003524801,0.0004198513,0.000416569],"domain_scores_gemma":[0.9969288,0.002361654,0.0002666099,0.0002866894,0.00004836809,0.0001078525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007989707,0.0006370036,0.3554574,0.001015128,0.0001183401,0.000002361928,0.1957526,0.0000313853,0.00008509751,0.002406835,0.0116477,0.4327663],"study_design_scores_gemma":[0.001672658,0.0002244788,0.9336429,0.02604127,0.00003834209,0.000003836967,0.03378311,0.00329025,0.00007162916,0.000930364,0.0001158376,0.0001853669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945731,0.02739383,0.0003209543,0.02191071,0.0005680947,0.001119734,0.00005869016,0.00003313723,0.002863777],"genre_scores_gemma":[0.9983643,0.00001135709,0.0002849328,0.0005947685,0.00003118674,0.0001118289,0.00002784462,0.00001694368,0.0005568597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5781854,"threshold_uncertainty_score":0.6197774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220831710005425,"score_gpt":0.4240742824281646,"score_spread":0.3019911114276221,"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."}}