{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004293771,0.0002284024,0.0002516375,0.0006138851,0.0006603773,0.001008738,0.0002647059,0.001151104,0.01737632],"category_scores_gemma":[0.00181502,0.0001376104,0.0002953499,0.0005215893,0.0003766214,0.0007005112,0.0005663589,0.001725718,0.001396848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004881448,"about_ca_system_score_gemma":0.000390513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005007532,"about_ca_topic_score_gemma":0.005779512,"domain_scores_codex":[0.9995058,0.000122338,0.00003910195,0.00007834726,0.0001474326,0.0001071258],"domain_scores_gemma":[0.9989845,0.0002870378,0.0003314385,0.0000279541,0.0001478253,0.0002213173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004294015,0.0006315451,0.4910678,0.001801718,0.0002799507,0.004078913,0.0009179292,0.0002092344,0.001279448,0.005950644,0.1816297,0.3117238],"study_design_scores_gemma":[0.00004731112,0.0002599822,0.7750641,0.004363437,0.0001420851,0.01307786,0.001741945,0.0002566797,0.0001514255,0.006647502,0.1981971,0.00005059325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.2070851,0.58291,0.0007401029,0.08012343,0.005451887,0.0001129958,0.003041007,0.0001512409,0.1203842],"genre_scores_gemma":[0.7932773,0.1702576,0.0006402292,0.01251487,0.007421971,0.00005260863,0.001973032,0.00003097935,0.01383143],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01737632,"threshold_uncertainty_score":0.05812961,"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."}}