{"id":"W2130725062","doi":"10.1093/brief-treatment/mhj001","title":"Strategies for Reducing Secondary or Vicarious Trauma: Do They Work?","year":2005,"lang":"en","type":"article","venue":"Brief Treatment and Crisis Intervention","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":270,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Medical Association","funders":"","keywords":"Work (physics); Psychology; Engineering; Mechanical engineering","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":[0.004172162,0.0006102712,0.0008105746,0.0008937598,0.0008956182,0.001674625,0.001065828,0.002158098,0.004740871],"category_scores_gemma":[0.009691455,0.0004865289,0.0004186388,0.0005079197,0.0008841529,0.00189924,0.0008757313,0.0009368351,0.001094843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004750784,"about_ca_system_score_gemma":0.002758643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240042,"about_ca_topic_score_gemma":0.003414499,"domain_scores_codex":[0.998449,0.0008657586,0.00006398622,0.0001042356,0.0002437415,0.0002731767],"domain_scores_gemma":[0.9955172,0.001716658,0.0008222592,0.00017261,0.0003893149,0.001381857],"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":[0.0003365106,0.008838799,0.05516464,0.002499611,0.0001636892,0.0001437389,0.005985035,0.0001147203,0.001203764,0.001173855,0.00361591,0.9207597],"study_design_scores_gemma":[0.002751495,0.03460367,0.7783293,0.01793853,0.001523251,0.002765996,0.09363785,0.00246565,0.003862784,0.008655316,0.05329253,0.0001735739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.83954,0.05307788,0.008271115,0.06925736,0.001147105,0.003186996,0.0002076229,0.0002710368,0.02504086],"genre_scores_gemma":[0.9285242,0.03048118,0.03039546,0.004583658,0.0003236772,0.002538964,0.00008848857,0.00002664328,0.003037737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004740871,"threshold_uncertainty_score":0.02206475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349519085548129,"score_gpt":0.3555944049164596,"score_spread":0.3206424963616467,"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."}}