{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006098678,0.002308731,0.01370563,0.006977275,0.0006831396,0.002771539,0.001905398,0.001753907,0.00428762],"category_scores_gemma":[0.01646454,0.001156951,0.02032335,0.007549806,0.0005723831,0.001619225,0.001401319,0.00119841,0.0002866846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002606322,"about_ca_system_score_gemma":0.004735016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006419006,"about_ca_topic_score_gemma":0.01464218,"domain_scores_codex":[0.9965848,0.001132162,0.001309354,0.0003576375,0.0004703177,0.0001457882],"domain_scores_gemma":[0.9917328,0.005804125,0.001453446,0.0002000152,0.0006855686,0.0001239743],"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":[0.0006784483,0.00004031428,0.0012048,0.8403238,0.1296131,0.0001226775,0.0001241596,0.0002836387,0.0001977611,0.000121839,0.0007667183,0.02652291],"study_design_scores_gemma":[0.00056879,0.0003542432,0.005266943,0.167648,0.8187078,0.0002753718,0.0001382384,0.0001887484,0.0002342665,0.0002848487,0.006287429,0.00004539869],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002079452,0.9968264,0.0002333081,0.0001001154,0.00005616406,0.0002200716,0.0003014978,0.00001386384,0.0001692003],"genre_scores_gemma":[0.03234875,0.9651801,0.0009445013,0.0002961729,0.00006976038,0.000633873,0.0003754825,0.000009716878,0.000141677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01370563,"threshold_uncertainty_score":0.03225327,"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."}}