{"id":"W4417186621","doi":"10.1111/pai.70261","title":"Genomic analysis of Canadian children with food allergies points to the immunoglobulin heavy chain gene locus","year":2025,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université du Québec à Chicoutimi","funders":"Canada Research Chairs","keywords":"Food allergy; Allergy; Cohort; Oral immunotherapy; Population; Cohort study; Peanut allergy; Immunoglobulin E","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":[0.0003275243,0.0006019484,0.000350192,0.001816755,0.002563701,0.0006122316,0.0008830492,0.00032012,0.002702041],"category_scores_gemma":[0.001042687,0.0002631116,0.0003919958,0.003291415,0.0006780283,0.0001768068,0.0006478794,0.0004971739,0.0002830874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009322198,"about_ca_system_score_gemma":0.009678636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9658196,"about_ca_topic_score_gemma":0.9703968,"domain_scores_codex":[0.9993472,0.00002750147,0.00002026969,0.0001411072,0.0002889845,0.000174982],"domain_scores_gemma":[0.9994554,0.00003616243,0.00009456382,0.00002328656,0.0002492732,0.000141273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009619565,0.00004532768,0.9878598,0.0000406555,0.00004088522,0.0007032555,0.0007114491,0.0001405819,0.001580476,0.000182438,0.00198416,0.006614783],"study_design_scores_gemma":[0.000006172925,0.00005230035,0.9967321,0.00001489706,0.00001631187,0.0006706477,0.0005659203,0.000125687,0.0001886307,0.00001889416,0.001600565,0.000007824911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904371,0.0006297984,0.0002159195,0.0002760605,0.00001226846,0.00008228365,0.004798952,0.00002093155,0.003526727],"genre_scores_gemma":[0.9941788,0.0009687453,0.0006217813,0.0001814391,0.0000108533,0.00004300848,0.002581145,0.000008236524,0.001406032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0341804,"threshold_uncertainty_score":0.06876332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008005151429856288,"score_gpt":0.2292386487969167,"score_spread":0.2212334973670604,"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."}}