{"id":"W2925299703","doi":"10.1289/isesisee.2018.s03.02.07","title":"Importance of Exposure and Health Disaster Research","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Emergency response; Disaster research; Disaster response; Emergency management; Public health; Environmental health; Occupational safety and health; Medical emergency; Business; Medicine; Political science; Geography; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08117925,0.001122779,0.002588773,0.006598955,0.004811216,0.01179397,0.003665794,0.00815058,0.01098731],"category_scores_gemma":[0.1092998,0.0008264927,0.001784334,0.006047797,0.01636595,0.01798197,0.01224916,0.01661748,0.002048406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00691421,"about_ca_system_score_gemma":0.03070552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007848314,"about_ca_topic_score_gemma":0.006685425,"domain_scores_codex":[0.9260421,0.05323359,0.004063074,0.004862654,0.009077623,0.002720923],"domain_scores_gemma":[0.7439744,0.200198,0.007300491,0.01481246,0.02008394,0.01363074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002799089,0.0007595398,0.01877731,0.01110355,0.0005689406,0.0009805848,0.01410357,0.001043906,0.000473766,0.1936983,0.2778765,0.4803341],"study_design_scores_gemma":[0.00005403713,0.0002540181,0.009596212,0.01528136,0.0001323487,0.0006277467,0.01947214,0.0003913675,0.0001875597,0.1947627,0.7591255,0.0001150944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004884488,0.2718503,0.008286214,0.6496322,0.02392158,0.0003639878,0.0007922774,0.0001046012,0.04016434],"genre_scores_gemma":[0.1731595,0.4346911,0.02876512,0.2791687,0.07226644,0.001204674,0.001181047,0.0002227557,0.009340718],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08117925,"threshold_uncertainty_score":0.429322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.336115931896065,"score_gpt":0.5286626825316223,"score_spread":0.1925467506355573,"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."}}