{"id":"W2987852687","doi":"10.1080/15614263.2019.1689129","title":"A systematic review of mental health symptoms in police officers following extreme traumatic exposures","year":2019,"lang":"en","type":"review","venue":"Police Practice and Research","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; University of British Columbia; University of Northern British Columbia; University of Toronto","funders":"","keywords":"Mental health; Traumatic stress; Anxiety; Acute Stress Disorder; Distress; Psychiatry; Psychology; Terrorism; Depression (economics); Medicine; Clinical psychology; Political science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01529578,0.0006983996,0.005350204,0.002068056,0.0002335798,0.0001527969,0.001450454,0.0004654509,0.0003441296],"category_scores_gemma":[0.003102142,0.000549804,0.000718476,0.002560243,0.000297326,0.0004336682,0.0005222092,0.002375081,0.000703351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006653361,"about_ca_system_score_gemma":0.002026006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05457836,"about_ca_topic_score_gemma":0.000937311,"domain_scores_codex":[0.9775059,0.013834,0.003211894,0.001081238,0.002525412,0.001841548],"domain_scores_gemma":[0.9842468,0.01158564,0.001574945,0.001871874,0.0002774524,0.0004432768],"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":[0.0000305441,0.0005769092,0.00000686761,0.9176731,0.001320103,0.00001453142,0.0173586,2.501752e-8,1.958404e-7,0.0005516977,0.002158467,0.06030894],"study_design_scores_gemma":[0.0008401579,0.0004759577,0.00001366219,0.9030764,0.001000016,0.0003054864,0.01678579,0.000003602672,9.997689e-8,0.000008327987,0.07704369,0.0004468184],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006370311,0.9692218,0.000001535305,0.0009745185,0.0002424926,0.01113295,0.00009815022,0.00003407661,0.01823076],"genre_scores_gemma":[0.0001135553,0.9961544,0.00006338927,0.0003679549,0.00007072712,0.001620928,0.0000845819,0.000152375,0.001372145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07488522,"threshold_uncertainty_score":0.9999265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3208391506096712,"score_gpt":0.5614268367770582,"score_spread":0.240587686167387,"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."}}