{"id":"W3157877400","doi":"10.1093/aje/kwab127","title":"Association Between Hurricane Sandy and Emergency Department Visits in New York City by Age and Cause","year":2021,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Disaster Response and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Minority Health and Health Disparities; National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Emergency department; Tropical cyclone; Relative risk; Confidence interval; Rate ratio; Poisson regression; Etiology; Demography; Emergency medicine; Environmental health; Internal medicine; Population; Geography; Meteorology","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":[0.0003689936,0.0001831349,0.0002363137,0.0005517474,0.0003412353,0.0004070078,0.0002641235,0.0002565007,0.001885839],"category_scores_gemma":[0.001596525,0.0002109611,0.0004341702,0.0007077769,0.0002217204,0.0003049428,0.0005432744,0.0004197383,0.0001119673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007934209,"about_ca_system_score_gemma":0.0008312814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1572606,"about_ca_topic_score_gemma":0.2787665,"domain_scores_codex":[0.9997227,0.00004559827,0.00003273501,0.00008337069,0.00005337139,0.00006218949],"domain_scores_gemma":[0.9985111,0.0001819521,0.0007613485,0.00006947143,0.0001911849,0.000284882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002670678,0.00001177028,0.9990355,0.000008123234,0.00003383644,0.00002683851,0.00005182378,0.00006817884,0.00004913802,0.0000099815,0.0002491549,0.0004290416],"study_design_scores_gemma":[0.000002232289,0.00001386924,0.9996137,0.000005726297,0.000007553625,0.00002611161,0.0000889279,0.0001370309,0.000006981832,0.000004957351,0.0000912104,0.000001792276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981045,0.0002769521,0.00004040543,0.0000979167,0.000008933303,0.000008775886,0.001098644,0.000003225068,0.0003608169],"genre_scores_gemma":[0.9980792,0.000221611,0.00005671555,0.00004292397,0.00002151245,0.00001843006,0.001295369,0.000001540182,0.0002626866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1572606,"threshold_uncertainty_score":0.3126904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012792233090666,"score_gpt":0.4383074709006597,"score_spread":0.3370282475915932,"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."}}