{"id":"W4407603340","doi":"10.18502/igj.v7i2.17853","title":"Evaluation of Aeroallergen Sensitivities in Children with Asthma and Allergic Rhinitis","year":2025,"lang":"en","type":"article","venue":"Immunology and Genetics Journal","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aeroallergen; Asthma; Medicine; Respiratory Hypersensitivity; Immunology; Allergy; Allergen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008644578,0.000298322,0.0003744712,0.001577794,0.0002684511,0.0005054628,0.0002831293,0.0003529823,0.001905317],"category_scores_gemma":[0.001515273,0.0001832551,0.0004096052,0.001016162,0.0002640505,0.0004394245,0.0004457894,0.0003869031,0.0003582259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244594,"about_ca_system_score_gemma":0.0002908366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158132,"about_ca_topic_score_gemma":0.001108048,"domain_scores_codex":[0.9992888,0.0002036732,0.00009837126,0.0001223516,0.0001771965,0.0001095722],"domain_scores_gemma":[0.9988631,0.0002150514,0.0005409881,0.00004344583,0.0001517022,0.0001857455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002448886,0.0000103858,0.9987469,0.00001154512,0.00000944606,0.0001431045,0.00004617116,0.00001429307,0.0001455753,0.000005009593,0.00002729646,0.0008157867],"study_design_scores_gemma":[0.000001022243,0.00007950502,0.9978577,0.000007421875,0.00001189643,0.001519406,0.000213207,0.0000538804,0.0001125517,0.000007657214,0.0001338194,0.000001882374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998234,0.0004980939,0.0001258852,0.00002504948,0.000004800372,0.00001616177,0.0002922868,0.000006814076,0.0007969596],"genre_scores_gemma":[0.9993316,0.0001841798,0.000163724,0.000009142606,0.0000062687,0.00001087579,0.0002050636,0.000001673152,0.00008748977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001905317,"threshold_uncertainty_score":0.006373942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260784471742461,"score_gpt":0.2633148726201938,"score_spread":0.2507070279027692,"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."}}