{"id":"W2055990156","doi":"10.1001/dmp.2010.hcn10005","title":"Infectious Diseases Following Disasters","year":2010,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Disaster planning; Virology; Medical emergency; Medicine; Poison control; Suicide prevention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002499985,0.0009923994,0.003809552,0.0008313847,0.001292111,0.00007983345,0.0006366725,0.0006629734,0.0005500687],"category_scores_gemma":[0.0009933432,0.0006919943,0.0004850005,0.0007486171,0.0003272772,0.0004410065,0.0007939764,0.001780993,0.0002653172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131351,"about_ca_system_score_gemma":0.002807908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004503099,"about_ca_topic_score_gemma":0.0004212148,"domain_scores_codex":[0.9906705,0.003080728,0.002386382,0.001229444,0.0007221369,0.001910789],"domain_scores_gemma":[0.9938421,0.001526599,0.001307154,0.001383884,0.0001137219,0.00182653],"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":[0.00001021847,0.0001121134,0.00009482245,0.03813824,0.0002416981,0.00002615991,0.1119291,1.065813e-8,1.075095e-8,0.001013289,0.02904391,0.8193905],"study_design_scores_gemma":[0.001064043,0.0001966403,0.000007426236,0.02184979,0.0005500204,0.0000142834,0.07001551,0.000001777533,1.194682e-10,0.0001099833,0.9056835,0.0005070791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009253036,0.9627864,0.0003126535,0.00165585,0.006591048,0.00453974,0.0001482191,0.0004122523,0.02262854],"genre_scores_gemma":[0.0002657841,0.9831731,0.00001613425,0.007651184,0.001766783,0.002204181,0.0009482079,0.000187447,0.003787182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8766395,"threshold_uncertainty_score":0.9995531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1764953376280084,"score_gpt":0.4993403939026601,"score_spread":0.3228450562746517,"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."}}