{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003790014,0.0003032491,0.0005087696,0.0002905977,0.0002492204,0.000393239,0.0003315636,0.000607228,0.01093646],"category_scores_gemma":[0.0005775212,0.00007106316,0.0003826875,0.0002237259,0.0001453633,0.0002246746,0.0003250263,0.0006676943,0.005387322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619973,"about_ca_system_score_gemma":0.0002430126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009293247,"about_ca_topic_score_gemma":0.0001937908,"domain_scores_codex":[0.9996228,0.00008746429,0.00002923463,0.00004518342,0.0001564888,0.00005883039],"domain_scores_gemma":[0.9998295,0.00004976801,0.00003168704,0.00001852769,0.00004006931,0.00003034836],"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":[0.0005819335,0.0007063746,0.003769524,0.001602846,0.0000818401,0.00175685,0.00009767832,0.0001708475,0.04809291,0.003141202,0.0546901,0.8853078],"study_design_scores_gemma":[0.0002215736,0.002860508,0.01079356,0.0005624316,0.00009284429,0.02546047,0.00006929414,0.0002882829,0.03040668,0.001868103,0.9273494,0.00002683426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1762075,0.391662,0.04672545,0.01204208,0.006873546,0.002284966,0.00180637,0.001833635,0.3605645],"genre_scores_gemma":[0.659262,0.1556386,0.02657913,0.01473139,0.004085344,0.001040512,0.002940887,0.0002024571,0.1355196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01093646,"threshold_uncertainty_score":0.03658611,"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."}}