{"id":"W3115803538","doi":"10.21203/rs.2.14356/v1","title":"Staff Exposure to Trauma and the Impact of Trauma-Informed Care","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Trauma care; Medicine; Medical emergency; Psychology","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":[0.004454971,0.0001663058,0.0001885404,0.0008143282,0.002049815,0.004010771,0.0005014925,0.001078145,0.01032978],"category_scores_gemma":[0.03353648,0.000219823,0.000208685,0.0008829831,0.002601185,0.00138888,0.002023414,0.001776775,0.0003374223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002462356,"about_ca_system_score_gemma":0.004773842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009393438,"about_ca_topic_score_gemma":0.01335744,"domain_scores_codex":[0.9947141,0.003777597,0.0001202314,0.0001323174,0.0005242176,0.000731564],"domain_scores_gemma":[0.9800515,0.01141845,0.003564923,0.0004704009,0.001213292,0.003281478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001352085,0.00310537,0.5969933,0.0006775162,0.0003843465,0.001818972,0.1961899,0.0007072088,0.0008940173,0.04806603,0.01761839,0.1321929],"study_design_scores_gemma":[0.00005858099,0.0004892728,0.6833833,0.0006330686,0.0001100938,0.0006272261,0.2774228,0.0004423627,0.0003099696,0.02007194,0.0164057,0.00004564242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595709,0.002063301,0.000373064,0.01326361,0.0001891944,0.00002215849,0.00006860267,0.000006074554,0.02444319],"genre_scores_gemma":[0.9973725,0.0007821089,0.00009267197,0.0003806663,0.00004467864,0.00001030894,0.00001307255,0.000005577318,0.001298497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032978,"threshold_uncertainty_score":0.03455657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07875708145553881,"score_gpt":0.4743275987103462,"score_spread":0.3955705172548074,"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."}}