{"id":"W4412392882","doi":"10.1016/j.anai.2025.07.005","title":"ALERT (ChAracterizing uncontroLled sevERe asThma in Canada)","year":2025,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; GlaxoSmithKline (Canada); Université Laval","funders":"Sanofi Genzyme; BioCryst; Sanofi Pasteur; Seqirus; Regeneron Pharmaceuticals; AstraZeneca; CSL Behring; Canadian Allergy, Asthma and Immunology Foundation; Pfizer Canada; Sanofi; GlaxoSmithKline; Bausch Health; Pfizer","keywords":"Medicine; Asthma; Corticosteroid; Referral; Adverse effect; Pediatrics; Omalizumab; Intensive care medicine; Internal medicine; Family medicine; Immunoglobulin E; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004668745,0.0002521932,0.0002130965,0.001621952,0.001496802,0.000815811,0.0006190652,0.0002911662,0.002353466],"category_scores_gemma":[0.001917935,0.0001582469,0.0003116929,0.003869887,0.0004411427,0.0002222667,0.0007482871,0.0004546968,0.0001910134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01321772,"about_ca_system_score_gemma":0.02436676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9672362,"about_ca_topic_score_gemma":0.9791449,"domain_scores_codex":[0.9990945,0.00002651005,0.00008412094,0.0001239502,0.0004742413,0.0001967642],"domain_scores_gemma":[0.9974859,0.0001298473,0.0007017362,0.00005072401,0.001181477,0.0004503317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005504208,0.00001778035,0.9902692,0.00005970455,0.00002005991,0.0001315462,0.0001473532,0.0001367863,0.0002651829,0.0000876847,0.00249128,0.006318386],"study_design_scores_gemma":[0.000004580752,0.00001511614,0.9979703,0.00002332901,0.00001118635,0.0001869344,0.0001880396,0.0002619273,0.00007074123,0.00002649032,0.001236728,0.000004491497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543781,0.0009935395,0.0005337223,0.0005902199,0.00001807255,0.0002965421,0.03312961,0.00006979242,0.00999045],"genre_scores_gemma":[0.9898593,0.0003689042,0.0005395281,0.0001880941,0.00001103565,0.00003924851,0.00836156,0.000006971821,0.0006253102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03276384,"threshold_uncertainty_score":0.09590173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137188561385017,"score_gpt":0.2665530202130572,"score_spread":0.2528341640745555,"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."}}