{"id":"W2117488028","doi":"10.1186/1710-1492-7-s1-s5","title":"Allergen-specific immunotherapy","year":2011,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Medicine; Immunotherapy; Anaphylaxis; Intensive care medicine; Allergy; Allergen immunotherapy; Asthma; Allergen; Anaphylactic reactions; Adverse effect; Immunology; Internal medicine; Immune system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002627379,0.0001935334,0.0004807562,0.00007187022,0.0001133412,0.00001036206,0.0001023175,0.0003672338,0.002699986],"category_scores_gemma":[0.00004473683,0.000163374,0.0001834669,0.00009986951,0.0004123195,0.00007259022,0.00006640422,0.0003632736,0.0002317779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001343862,"about_ca_system_score_gemma":0.00004038287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005246648,"about_ca_topic_score_gemma":0.00002760165,"domain_scores_codex":[0.9983467,0.0001494196,0.0006713295,0.0004109241,0.0001115745,0.0003100391],"domain_scores_gemma":[0.9991069,0.0001073718,0.0001337735,0.0004031883,0.0001239684,0.0001247878],"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":[0.009573594,0.003630859,0.02430705,0.00001855384,0.007002558,0.001126141,0.003586809,8.853077e-7,0.01028107,0.1321059,0.01456227,0.7938042],"study_design_scores_gemma":[0.003202011,0.001609123,0.6770052,0.00002428965,0.00001061959,0.0003955242,0.0002817108,0.00004675919,0.0001694749,0.001116992,0.3159254,0.0002128611],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516861,0.007973407,0.001425245,0.000929915,0.0009970809,0.000222629,0.000001565298,0.0001344044,0.03662969],"genre_scores_gemma":[0.9278421,0.06549905,0.002226498,0.001699607,0.0002540238,0.00001021785,0.00004810586,0.00004307488,0.002377302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7935914,"threshold_uncertainty_score":0.9982117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04807208080413788,"score_gpt":0.2986393726636428,"score_spread":0.2505672918595049,"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."}}