{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003026292,0.0001141766,0.0007353311,0.0001010395,0.00009389176,0.000002712439,0.00007803289,0.00007430074,0.0001912297],"category_scores_gemma":[0.002381569,0.00009751116,0.0000490715,0.0002120619,0.00004559583,0.00006214804,0.0001055863,0.0004050753,0.000005518834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649277,"about_ca_system_score_gemma":0.0001498513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006894128,"about_ca_topic_score_gemma":0.0006656781,"domain_scores_codex":[0.995198,0.003110602,0.000994537,0.0001945866,0.0001035609,0.0003986976],"domain_scores_gemma":[0.9964352,0.002002221,0.001120022,0.0001224675,0.00005543243,0.0002646316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006816359,0.00002938641,0.8995126,0.00001342321,0.000182913,0.00005450413,0.001141874,0.00000138787,0.00004678946,0.0001915062,0.08187859,0.01687879],"study_design_scores_gemma":[0.0008180576,0.0004001137,0.8415005,0.00007037228,0.0001274739,0.000008253324,0.002391388,0.000003351576,0.000003387589,0.00197243,0.1525992,0.0001054224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854277,0.002495388,0.001284357,0.009615781,0.0002265616,0.0001456944,0.0000147005,0.000005934739,0.0007838947],"genre_scores_gemma":[0.9858273,0.003927776,0.00150281,0.003667354,0.000284912,0.000007424904,0.00001919456,0.00001355806,0.004749651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07072066,"threshold_uncertainty_score":0.397639,"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."}}