{"id":"W3151711427","doi":"10.21203/rs.3.rs-342280/v1","title":"Psychological interventions for posttraumatic stress injuries among public safety personnel: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Thompson Rivers University; Queen's University; University of Calgary","funders":"University of Toronto Mississauga; University of Toronto; WorkSafeBC","keywords":"Psychological intervention; Meta-analysis; Anxiety; Clinical psychology; Psychology; Publication bias; Randomized controlled trial; Systematic review; Exposure therapy; Depression (economics); Medicine; Psychiatry; MEDLINE; Internal medicine","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":[0.006233432,0.002325655,0.01635352,0.00562527,0.0007629491,0.003033996,0.002126248,0.002721634,0.006022131],"category_scores_gemma":[0.01801765,0.001569817,0.02065603,0.005122304,0.0009282933,0.001918582,0.001932863,0.002283757,0.0003433904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002886581,"about_ca_system_score_gemma":0.00513461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008652853,"about_ca_topic_score_gemma":0.03115322,"domain_scores_codex":[0.996174,0.001246015,0.001348176,0.0004483817,0.000540939,0.0002424992],"domain_scores_gemma":[0.9932125,0.004485832,0.001514399,0.0001956196,0.0004423466,0.0001492594],"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":[0.00189974,0.0001042527,0.001048789,0.7788244,0.1943348,0.0001098792,0.0001829652,0.0001940464,0.0003259378,0.00009368065,0.0005684872,0.02231308],"study_design_scores_gemma":[0.002423417,0.0004970366,0.003997391,0.1170551,0.8722787,0.0001277273,0.0001794491,0.0001039178,0.0001615457,0.0001507304,0.002984424,0.00004064143],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003951407,0.9946895,0.0002272753,0.0001137797,0.0001148864,0.0004563765,0.0002456174,0.00001958413,0.0001815951],"genre_scores_gemma":[0.0770626,0.9190776,0.00162226,0.0007387858,0.0001155873,0.0008375182,0.0002534263,0.0000159147,0.0002763106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01635352,"threshold_uncertainty_score":0.03296596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6057284457327022,"score_gpt":0.6004033243298834,"score_spread":0.005325121402818822,"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."}}