{"id":"W4412733686","doi":"10.2500/jfa.2025.7.250008","title":"How to manage asthma in a food-allergic patient: A practical approach","year":2025,"lang":"en","type":"article","venue":"Journal of Food Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Asthma; Allergic asthma; Medicine; Computer science; Immunology","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":[0.005329459,0.002304995,0.00170872,0.002357193,0.003928605,0.005350577,0.002650946,0.008582345,0.01358188],"category_scores_gemma":[0.01305091,0.0006596306,0.001986519,0.000663056,0.003189462,0.009782998,0.007848983,0.0170015,0.006943315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002343558,"about_ca_system_score_gemma":0.00755171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566833,"about_ca_topic_score_gemma":0.00594016,"domain_scores_codex":[0.9962644,0.001693082,0.0003581755,0.0003590517,0.001006402,0.0003188942],"domain_scores_gemma":[0.9929287,0.002573898,0.0004309027,0.0002945507,0.001329195,0.00244279],"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":[0.0001650844,0.001201926,0.003806759,0.002496554,0.0001943354,0.01160247,0.004501127,0.001309907,0.001886301,0.01329233,0.4744208,0.4851224],"study_design_scores_gemma":[0.0002998121,0.0007310546,0.005513819,0.01233855,0.0001685115,0.02660218,0.01464846,0.001616557,0.0006490732,0.09380176,0.8432918,0.0003384564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005059955,0.08181421,0.0553645,0.7817183,0.02857807,0.0007323085,0.0001734043,0.00136136,0.04519793],"genre_scores_gemma":[0.06920171,0.2562075,0.238282,0.3229802,0.07781927,0.002298059,0.0005775385,0.0004067393,0.03222711],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01358188,"threshold_uncertainty_score":0.04543591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705478050823766,"score_gpt":0.302172026602895,"score_spread":0.2751172460946573,"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."}}