{"id":"W4407308434","doi":"10.1016/j.jaci.2024.12.742","title":"Increased Number of ALLERGYCAST® Users and Symptoms in the United States During 2023 Canadian Wildfire","year":2025,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental health; Environmental science; Geography; 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":[0.0004632615,0.000332122,0.0002845654,0.001360876,0.001892665,0.001400815,0.00143782,0.001037512,0.004153125],"category_scores_gemma":[0.001342929,0.0002729399,0.0007598773,0.002292176,0.0004448627,0.0006412443,0.0008182091,0.001429971,0.0003307283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01720542,"about_ca_system_score_gemma":0.01915231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908245,"about_ca_topic_score_gemma":0.9952782,"domain_scores_codex":[0.9990762,0.00003544416,0.00004427787,0.00009772662,0.000363123,0.0003831068],"domain_scores_gemma":[0.9984113,0.00005113508,0.0002824581,0.00002554598,0.0006150164,0.0006145506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001803821,0.00006117354,0.9797046,0.00007910044,0.0001113014,0.0001976149,0.0005280409,0.000207952,0.0002761335,0.00009179243,0.01244606,0.006115837],"study_design_scores_gemma":[0.000004372479,0.0000117496,0.9959067,0.00004415938,0.0000233609,0.00007609027,0.001353797,0.0001787343,0.00003940714,0.00001244304,0.002335797,0.00001331411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945116,0.002949299,0.000170333,0.003413187,0.0002205817,0.00009454945,0.0367552,0.00007446957,0.01120626],"genre_scores_gemma":[0.9870294,0.001505882,0.0001384435,0.001204337,0.00004821327,0.00003115722,0.007316706,0.00001300209,0.002712848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01720542,"threshold_uncertainty_score":0.1248346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007280095755459304,"score_gpt":0.2632825658479045,"score_spread":0.2560024700924452,"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."}}