{"id":"W4253944279","doi":"10.1186/s13223-018-0282-5","title":"Allergen-specific immunotherapy","year":2018,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University; McMaster University Medical Centre; Western University","funders":"","keywords":"Medicine; Anaphylaxis; Immunotherapy; Allergen immunotherapy; Intensive care medicine; Asthma; Anaphylactic reactions; Allergy; Allergen; Adverse effect; Immunology; Dermatology; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005353572,0.0006415333,0.003193505,0.0001983223,0.0001863641,0.00004061766,0.0002579856,0.001726444,0.001686532],"category_scores_gemma":[0.0001100578,0.0004938919,0.001072784,0.000236137,0.0008670447,0.00006199073,0.0001860346,0.001074358,0.0009428871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005587889,"about_ca_system_score_gemma":0.0002507136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001382014,"about_ca_topic_score_gemma":0.00001609794,"domain_scores_codex":[0.9957298,0.0005741166,0.001964129,0.0009936016,0.0002077717,0.0005305721],"domain_scores_gemma":[0.9975423,0.000507251,0.0006188133,0.0009224996,0.0002130568,0.0001960687],"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":[0.0001886355,0.0002672339,0.000003988932,0.0002699686,0.003602412,0.0001468165,0.00003746436,1.212277e-8,0.000001096911,0.001772986,0.009369158,0.9843403],"study_design_scores_gemma":[0.001446323,0.001361448,0.0006177319,0.002323799,0.0001332204,0.001125705,0.00002669279,0.000004478381,2.004459e-7,0.0001083799,0.9924108,0.0004412112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001772474,0.9923686,0.0001618333,0.0002174093,0.001812667,0.0005734444,0.000008864449,0.0001191605,0.004560775],"genre_scores_gemma":[0.00001469952,0.9930328,0.0004537292,0.000473162,0.001332701,0.00003617172,0.0005324276,0.0001314652,0.003992888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.983899,"threshold_uncertainty_score":0.999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06591978880807388,"score_gpt":0.3719136194296386,"score_spread":0.3059938306215648,"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."}}