{"id":"W4408624119","doi":"10.1111/all.16527","title":"Wildfires and Respiratory Allergy","year":2025,"lang":"en","type":"editorial","venue":"Allergy","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respiratory allergy; Allergy; Medicine; Respiratory system; Immunology; Intensive care medicine; Dermatology; Allergen; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004521732,0.0003019855,0.0003550837,0.00005665637,0.000241335,0.0000487514,0.0003701251,0.0008527305,0.00135572],"category_scores_gemma":[0.0005762508,0.0002945958,0.00006071027,0.0001245683,0.0002572169,0.0001402781,0.0004939365,0.0006046499,0.0002291922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220969,"about_ca_system_score_gemma":0.0002219449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005936771,"about_ca_topic_score_gemma":0.005830598,"domain_scores_codex":[0.9977288,0.0001569252,0.0003730074,0.0005904739,0.0006615157,0.0004893017],"domain_scores_gemma":[0.9986404,0.0004774909,0.0001314026,0.0004532791,0.00001245545,0.0002849492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003357112,0.00002827565,0.00003270722,0.00004969597,0.00004303838,0.00001036417,0.0001561764,0.00002290806,0.000003434532,0.0001485203,0.9911102,0.008361101],"study_design_scores_gemma":[0.0003182046,0.000116475,0.002204194,0.00008059256,0.000007023123,3.167617e-7,0.00001558113,0.00002275128,0.00000593409,0.0005345226,0.9964114,0.0002829365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009356182,0.002820612,0.0000359624,0.002934188,0.9168006,0.0003175555,0.0001170757,0.0001623647,0.075876],"genre_scores_gemma":[0.0002801949,0.006765925,0.0006921994,0.01592196,0.9430957,0.00008371632,0.0002576698,0.00009239378,0.03281027],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04306572,"threshold_uncertainty_score":0.9999506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198084560231899,"score_gpt":0.2997691219459998,"score_spread":0.2799606659228098,"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."}}