{"id":"W4386920878","doi":"10.1001/jama.2023.18768","title":"Canadian Wildfire Smoke and Asthma Syndrome Emergency Department Visits in New York City","year":2023,"lang":"en","type":"article","venue":"JAMA","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Emergency department; Asthma; Smoke; Medical emergency; Environmental health; Family medicine; Emergency medicine; Psychiatry; Meteorology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003885327,0.0003249668,0.0004101172,0.001418997,0.002624852,0.001046518,0.0009201733,0.0007003953,0.00405403],"category_scores_gemma":[0.001801998,0.0003516829,0.0006438964,0.003247227,0.0005589853,0.0004180197,0.0007904985,0.001250017,0.0001919275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01999549,"about_ca_system_score_gemma":0.02316774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934157,"about_ca_topic_score_gemma":0.9973399,"domain_scores_codex":[0.999233,0.00005984626,0.00003582974,0.00009620495,0.000280503,0.0002945854],"domain_scores_gemma":[0.9978895,0.0001320284,0.0004462443,0.00004241373,0.0007023663,0.0007875384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007751599,0.00005361813,0.9945378,0.00002620491,0.00007582874,0.0001189854,0.0002825425,0.00008578946,0.00008814845,0.00007361512,0.002484113,0.002095851],"study_design_scores_gemma":[0.000008832735,0.000008795254,0.9986449,0.0000176805,0.00001895229,0.00004096897,0.0005270644,0.00008091413,0.00001362937,0.00000908022,0.0006227765,0.000006452135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840325,0.002237766,0.0000621894,0.001566296,0.00008908416,0.00005062515,0.005268399,0.00001229658,0.006680879],"genre_scores_gemma":[0.9956635,0.001067244,0.00008382063,0.0002715858,0.00004394227,0.00002103551,0.001808264,0.000004619941,0.001036114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01999549,"threshold_uncertainty_score":0.1450782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378677238783155,"score_gpt":0.2250573071010149,"score_spread":0.2112705347131833,"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."}}