{"id":"W4311671366","doi":"10.1186/s40359-022-00989-0","title":"Assessing the impact of the Royal Canadian Mounted Police (RCMP) protocol and Emotional Resilience Skills Training (ERST) among diverse public safety personnel","year":2022,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Memorial University of Newfoundland; Western University; Thompson Rivers University; Queen's University; University of Northern British Columbia; Canadian Institute for Public Safety Research and Treatment; Saskatchewan Health; University of Regina; George & Fay Yee Centre for Healthcare Innovation; Saskatchewan Health Authority; University of Manitoba","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research","keywords":"Psychology; Resilience (materials science); Applied psychology; Training (meteorology); Protocol (science); Psychological resilience; Psychological research; Medical education; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01394215,0.0006352027,0.0004447052,0.0009245388,0.004229254,0.001102227,0.002127655,0.0007303732,0.004519994],"category_scores_gemma":[0.02813586,0.0005006323,0.0008619341,0.0009703365,0.0008753489,0.0006473171,0.002773123,0.00145119,0.0004608149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02152362,"about_ca_system_score_gemma":0.07923085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5757591,"about_ca_topic_score_gemma":0.8471155,"domain_scores_codex":[0.9906034,0.003382484,0.0007230332,0.0005894346,0.003077928,0.001623755],"domain_scores_gemma":[0.9843599,0.001732557,0.00251326,0.0008132547,0.006869688,0.003711265],"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":[0.007236674,0.01559222,0.4366948,0.002446457,0.0006460492,0.000533152,0.02349991,0.002398705,0.002754271,0.001727551,0.03962018,0.46685],"study_design_scores_gemma":[0.000548302,0.007941767,0.9678219,0.0008595593,0.0002388096,0.00008440388,0.007305426,0.0004939153,0.001088906,0.0002030195,0.01332371,0.00009034417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682957,0.0004236118,0.0009066436,0.002194876,0.0001680872,0.01207021,0.002012582,0.00008106708,0.01384735],"genre_scores_gemma":[0.9679844,0.0006693601,0.006504409,0.001149425,0.00007638181,0.01720012,0.001685226,0.00001716681,0.004713437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4242409,"threshold_uncertainty_score":0.8534787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155504019607649,"score_gpt":0.4527510479560287,"score_spread":0.3372006459952638,"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."}}