{"id":"W3134892436","doi":"10.1002/smi.3039","title":"Coping among public safety personnel: A systematic review and meta–analysis","year":2021,"lang":"en","type":"review","venue":"Stress and Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; Queen's University; University of Toronto; University of Calgary; Royal Columbian Hospital","funders":"Institute of Neurosciences, Mental Health and Addiction","keywords":"Coping (psychology); Psychology; Avoidance coping; Operationalization; Stressor; Clinical psychology; Psychological intervention; Meta-analysis; Anxiety; Burnout; Social support; Psychiatry; Medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001839573,0.0005860613,0.01131402,0.0005019892,0.0004237343,0.0002086217,0.0003757042,0.0002593915,0.00191079],"category_scores_gemma":[0.0001469227,0.0004141921,0.001251771,0.0012348,0.0001611402,0.00007901084,0.0002172561,0.0006612317,0.00002143866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150847,"about_ca_system_score_gemma":0.0003859538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974587,"about_ca_topic_score_gemma":0.001578764,"domain_scores_codex":[0.9936956,0.002487318,0.00161517,0.0009708895,0.000424978,0.0008060259],"domain_scores_gemma":[0.9967429,0.0005566717,0.000980895,0.00109103,0.0001114891,0.0005169989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[2.929491e-7,0.00005228532,0.00002693003,0.9165345,0.06684288,0.00001705814,0.0005378408,1.269584e-8,1.561229e-11,0.002252157,0.0002165525,0.01351945],"study_design_scores_gemma":[0.0002212664,0.00007842648,0.00007436895,0.3476828,0.613528,0.0000773841,0.001884567,0.000003017692,6.761041e-10,0.0000109923,0.03581049,0.0006286335],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.348892e-7,0.9929683,0.00005287948,0.001394142,0.0000470737,0.003852697,0.0006009341,0.00004437726,0.001039317],"genre_scores_gemma":[0.00002014976,0.9967695,0.00003788848,0.0005026866,0.00002510502,0.001438926,0.0003654775,0.00006066195,0.0007795838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5688517,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3667265831803417,"score_gpt":0.5131979173644107,"score_spread":0.146471334184069,"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."}}