{"id":"W4407339562","doi":"10.1016/j.jaci.2024.12.436","title":"Surviving the Challenge: Low Maintenance Dose Egg Oral Immunotherapy and Reduced Sensitivity","year":2025,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Oral immunotherapy; Immunotherapy; Sensitivity (control systems); Medicine; Maintenance dose; Internal medicine; Immunology; Immune system; Engineering","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":[0.0003478699,0.0003586135,0.0004726575,0.0001500082,0.0002604304,0.0004112385,0.0003455031,0.0009626105,0.002478223],"category_scores_gemma":[0.00084555,0.0001839801,0.0003542988,0.00007061556,0.0003573,0.0002594369,0.0002203915,0.001380187,0.0002452759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383523,"about_ca_system_score_gemma":0.0003027072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008700246,"about_ca_topic_score_gemma":0.0007210994,"domain_scores_codex":[0.9997833,0.00006044354,0.00001133845,0.00003480763,0.00005581405,0.00005430825],"domain_scores_gemma":[0.9996511,0.00011242,0.00005645211,0.00005529838,0.00002275149,0.0001019121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01876763,0.006771093,0.02795317,0.0001629839,0.0001214419,0.008111487,0.0002866781,0.0002507574,0.8936583,0.0002880214,0.001204656,0.04242378],"study_design_scores_gemma":[0.001506792,0.07971948,0.5986615,0.00009012334,0.0004107903,0.02862434,0.0005900186,0.004869597,0.2779612,0.0007122784,0.006792287,0.0000616699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980664,0.000251199,0.0001984452,0.0001926213,0.000042844,0.00003477106,0.00002848881,0.00001928749,0.001165957],"genre_scores_gemma":[0.9986437,0.00006459365,0.000103939,0.00008989142,0.00002139021,0.000009108404,0.00003243383,0.000005689054,0.00102914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002478223,"threshold_uncertainty_score":0.00829047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271450471479053,"score_gpt":0.3133079370918465,"score_spread":0.290593432377056,"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."}}