{"id":"W4386136010","doi":"10.15585/mmwr.mm7234a5","title":"Asthma-Associated Emergency Department Visits During the Canadian Wildfire Smoke Episodes — United States, April– August 2023","year":2023,"lang":"en","type":"article","venue":"MMWR Morbidity and Mortality Weekly Report","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Asthma; Smoke; Environmental health; Aerodynamic diameter; Air quality index; Public health; Demography; Meteorology; Geography; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002157466,0.0003533438,0.0003648853,0.000125696,0.001215676,0.0001143208,0.0003426079,0.0001950573,0.0007988309],"category_scores_gemma":[0.0003005142,0.0002989705,0.0001318188,0.001245346,0.0001845161,0.0002619018,0.0002998062,0.0003364977,0.0003308581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007356812,"about_ca_system_score_gemma":0.00008372576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8213904,"about_ca_topic_score_gemma":0.8971346,"domain_scores_codex":[0.9964814,0.0002836051,0.0007202605,0.0007622927,0.0008540264,0.000898431],"domain_scores_gemma":[0.9982237,0.00006505758,0.0003393724,0.0008201579,0.00002887103,0.0005227898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005913791,0.00006425949,0.9703567,0.00003964071,0.0001414295,0.001543709,0.0002319971,0.0004919284,0.0002463638,0.00000952172,0.02663553,0.0002330307],"study_design_scores_gemma":[0.0002012355,0.00004520161,0.9636406,0.00002307408,0.00005036229,0.0001178528,0.0001073683,0.00250916,0.0001837679,0.0001311782,0.03264112,0.0003491266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938071,0.00006062863,0.000003091531,0.0009826429,0.00083946,0.0007531582,0.0002314303,0.0002597051,0.00306276],"genre_scores_gemma":[0.9913458,0.0001514841,0.000005320017,0.0001307184,0.00009714038,0.0001141589,0.0009652337,0.0000416592,0.00714846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07574422,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295165470350184,"score_gpt":0.2595395224228615,"score_spread":0.2365878677193597,"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."}}