{"id":"W4410948849","doi":"10.58931/cait.2025.5181","title":"An Update on Biologics in Pediatric Asthma: A Canadian Perspective","year":2025,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Perspective (graphical); Asthma; Medicine; Intensive care medicine; Computer science; Internal medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001503433,0.0008447946,0.001570512,0.004618397,0.0007385105,0.001859608,0.001186491,0.001799276,0.007248503],"category_scores_gemma":[0.002963395,0.0003572013,0.001073681,0.00559334,0.0005916415,0.001631654,0.0008089507,0.003458156,0.001847941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00577792,"about_ca_system_score_gemma":0.01447007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1392916,"about_ca_topic_score_gemma":0.3195516,"domain_scores_codex":[0.9991714,0.00008545272,0.0001258049,0.00006510163,0.0004429474,0.0001093872],"domain_scores_gemma":[0.9971686,0.000739416,0.0002298288,0.00003544423,0.00152056,0.000306133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001405483,0.00006890401,0.0004146798,0.01800703,0.0001025946,0.0003226264,0.0001557085,0.0002244434,0.0006635701,0.00237946,0.1939772,0.7835433],"study_design_scores_gemma":[0.00002356731,0.00004416769,0.0008242324,0.006663843,0.0001116046,0.0004714933,0.00004605986,0.00003667806,0.00005717774,0.000222285,0.9914843,0.00001449542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007674409,0.9956175,0.000040962,0.00155969,0.000768752,0.000008364942,0.00007405796,0.000007366873,0.001846683],"genre_scores_gemma":[0.0004389383,0.9969314,0.0001868227,0.00110976,0.0005436884,0.000007249222,0.00008988538,0.000002588194,0.0006895604],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8607084,"threshold_uncertainty_score":0.2769616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006312619620735954,"score_gpt":0.2530164005613372,"score_spread":0.2467037809406012,"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."}}