{"id":"W3193767351","doi":"10.1289/isee.2021.o-to-022","title":"Long-term impacts of Atlantic hurricanes on asthma exacerbations among children with asthma in the eastern United States","year":2021,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Asthma; Medicine; Exacerbation; Asthma exacerbations; Storm; Demography; Population; Environmental health; Pediatrics; Meteorology; Geography; Internal medicine","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":[0.00485539,0.0005167499,0.0009323521,0.001153151,0.0004076687,0.0008075401,0.0006610819,0.0008073247,0.001348434],"category_scores_gemma":[0.01003373,0.0003700799,0.00548514,0.001343154,0.0003588076,0.0004816928,0.0008920553,0.0009866849,0.00008480401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009772861,"about_ca_system_score_gemma":0.001172103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03127433,"about_ca_topic_score_gemma":0.04603368,"domain_scores_codex":[0.9974192,0.001208895,0.0004248852,0.0004481489,0.0003176921,0.0001811557],"domain_scores_gemma":[0.9938777,0.003153511,0.001747698,0.0003629084,0.0006414285,0.0002167506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002051262,0.0001436197,0.8623228,0.009337684,0.09099734,0.0001905199,0.0002809168,0.001094058,0.0001827317,0.0001765851,0.002405331,0.03081711],"study_design_scores_gemma":[0.0003110663,0.0006592622,0.9157081,0.004161243,0.0734718,0.0002041675,0.0003948767,0.0006179452,0.000161992,0.0002557037,0.004026037,0.00002782261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5183786,0.4705123,0.0006286288,0.002297139,0.0005199587,0.0001315267,0.005184572,0.00003421326,0.002312979],"genre_scores_gemma":[0.9582054,0.03872555,0.0003494594,0.0008435194,0.0002897042,0.0001033357,0.001298467,0.000007267126,0.0001772445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03127433,"threshold_uncertainty_score":0.06218457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006146393635612,"score_gpt":0.2825217121274541,"score_spread":0.262460248191098,"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."}}