{"id":"W3094305251","doi":"10.3390/ijerph17207645","title":"Peer Support and Crisis-Focused Psychological Interventions Designed to Mitigate Post-Traumatic Stress Injuries among Public Safety and Frontline Healthcare Personnel: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Queen's University; Thompson Rivers University","funders":"University of Toronto; WorkSafeBC","keywords":"Psychological intervention; Thematic analysis; Medicine; Debriefing; Population; Traumatic stress; Poison control; Systematic review; Peer support; Health care; Psychology; Clinical psychology; Nursing; MEDLINE; Qualitative research; Medical emergency; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008287784,0.00148529,0.007864878,0.007692087,0.001020565,0.003270106,0.002064663,0.002266615,0.00434143],"category_scores_gemma":[0.033342,0.001126046,0.007327057,0.00697137,0.0008806004,0.002126843,0.001635762,0.001392237,0.0002880583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004059264,"about_ca_system_score_gemma":0.01823621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009656498,"about_ca_topic_score_gemma":0.02296969,"domain_scores_codex":[0.9935138,0.002340217,0.002152289,0.0004812556,0.001308783,0.0002035504],"domain_scores_gemma":[0.9781853,0.01615624,0.003114202,0.0003214137,0.001883814,0.0003390843],"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":[0.000328701,0.00007130664,0.000346624,0.9420633,0.006073739,0.00006388448,0.0003003628,0.00009380476,0.000139958,0.000181117,0.0006775697,0.0496597],"study_design_scores_gemma":[0.0005253149,0.0006541997,0.003288036,0.914853,0.06375099,0.0002606747,0.0005700932,0.0001424355,0.0002963447,0.0002752153,0.01533812,0.00004564901],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002037556,0.9961953,0.0001853327,0.0001804941,0.0001059532,0.0007892624,0.0001876715,0.00001067176,0.0003077911],"genre_scores_gemma":[0.01916625,0.9781864,0.0007989478,0.0003256301,0.00007014883,0.001176731,0.000137751,0.000005246277,0.0001328931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009656498,"threshold_uncertainty_score":0.04383051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2590566812652281,"score_gpt":0.5108677297177334,"score_spread":0.2518110484525053,"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."}}