{"id":"W2520477368","doi":"10.1017/s1049023x16000832","title":"A Systematic Review of Health Outcomes Among Disaster and Humanitarian Responders","year":2016,"lang":"en","type":"review","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Mental health; Occupational safety and health; Depression (economics); Suicide prevention; Poison control; MEDLINE; Injury prevention; Psychiatry; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01245941,0.001998053,0.01102758,0.01563223,0.0009302633,0.003879513,0.002141851,0.002230298,0.006326913],"category_scores_gemma":[0.0655476,0.00116502,0.006818932,0.01635703,0.001185147,0.002957239,0.00207233,0.001621512,0.0004619781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006411915,"about_ca_system_score_gemma":0.01925525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374795,"about_ca_topic_score_gemma":0.03131617,"domain_scores_codex":[0.9843608,0.005554193,0.006046308,0.001034441,0.002580986,0.0004233438],"domain_scores_gemma":[0.950765,0.0337147,0.009579782,0.0006787701,0.004737902,0.0005237706],"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":[0.00009941452,0.00001130555,0.0004826197,0.976903,0.004678471,0.00006689515,0.0002396876,0.00005095531,0.00006567234,0.0001326967,0.001461994,0.01580727],"study_design_scores_gemma":[0.0001482074,0.0001594121,0.003764577,0.9548154,0.02899786,0.0001983726,0.0003331717,0.0000420185,0.00008562353,0.000198977,0.01123087,0.00002565726],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001113847,0.9962389,0.0001291335,0.0003784236,0.0001760334,0.0006335369,0.0009381302,0.00001065849,0.0003812298],"genre_scores_gemma":[0.01519073,0.9811569,0.000737915,0.0006639583,0.0001131214,0.001407592,0.0005531321,0.000008108187,0.0001684389],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01563223,"threshold_uncertainty_score":0.06589246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06860781881794892,"score_gpt":0.4467411406583354,"score_spread":0.3781333218403864,"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."}}