{"id":"W2153659316","doi":"10.1186/1710-1492-3-2-53","title":"Immunotherapy with Allergen Peptides","year":2007,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Asthma and Lung UK","keywords":"Immunogenicity; Allergen; Immunotherapy; Immunology; Epitope; Medicine; Immunoglobulin E; Allergen immunotherapy; Allergy; Clinical efficacy; Antibody; Immune system; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005176413,0.0001882378,0.0004550881,0.00007678694,0.000120139,0.00001395207,0.00007431654,0.0002993156,0.0003514858],"category_scores_gemma":[0.00007211113,0.0001388962,0.0001119675,0.0001190745,0.0004334145,0.00006712174,0.00004169998,0.0003492575,0.00005753222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001743684,"about_ca_system_score_gemma":0.00006269146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007471807,"about_ca_topic_score_gemma":0.000287973,"domain_scores_codex":[0.9984563,0.000077069,0.0005988954,0.000361167,0.0001478307,0.0003587477],"domain_scores_gemma":[0.9990065,0.0002673236,0.0001380057,0.0003054854,0.000149857,0.0001328878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02393977,0.002594569,0.09626686,0.00003313867,0.01058631,0.002344636,0.001663942,0.00001191807,0.0151557,0.04031043,0.003642042,0.8034507],"study_design_scores_gemma":[0.004737632,0.003124218,0.8285406,0.00004896024,0.00002103075,0.0008568785,0.0005384599,0.00007012282,0.0002170435,0.0002756987,0.1613334,0.0002359181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782177,0.002130682,0.003757272,0.001534025,0.0002650521,0.0001802129,7.032542e-7,0.00008628928,0.01382808],"genre_scores_gemma":[0.9849263,0.008039777,0.002133192,0.001945852,0.0002399349,0.000003737126,0.00003836467,0.00003519073,0.002637611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8032148,"threshold_uncertainty_score":0.5664021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716891885285204,"score_gpt":0.3054896567828753,"score_spread":0.2883207379300232,"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."}}