{"id":"W2017616532","doi":"10.1016/j.anai.2010.04.008","title":"Surveillance of systemic reactions to subcutaneous immunotherapy injections: year 1 outcomes of the ACAAI and AAAAI Collaborative Study","year":2010,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Incidence (geometry); Anaphylactic reactions; Asthma; Anaphylaxis; Allergy; Internal medicine; Pediatrics; Surgery; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002789518,0.000143958,0.0005563152,0.0001585324,0.00008154094,0.00000473685,0.0001307784,0.000139798,0.00005738759],"category_scores_gemma":[0.000279023,0.0001068103,0.00008846408,0.0004036699,0.0002386334,0.00004677314,0.00006070477,0.0002213309,0.000002592875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008979276,"about_ca_system_score_gemma":0.000122809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005126679,"about_ca_topic_score_gemma":0.0006212873,"domain_scores_codex":[0.9986877,0.0001950522,0.0005806105,0.0001965715,0.0001842637,0.0001557761],"domain_scores_gemma":[0.9980283,0.0001740067,0.0004039216,0.0004877215,0.0008733193,0.00003277223],"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":[0.00348928,0.002111661,0.05342872,0.00008494727,0.005473798,0.00003419747,0.02296248,0.0002426635,0.8930712,0.01168941,0.0007612098,0.006650461],"study_design_scores_gemma":[0.001429356,0.002576794,0.9707197,0.00009132097,0.000004879716,0.0002938761,0.008122029,0.00001220181,0.01012268,0.0001027668,0.006387371,0.0001370349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962701,0.0008312116,0.0000310546,0.001495597,0.0003722197,0.0005516033,0.0000242471,0.00001627937,0.0004077355],"genre_scores_gemma":[0.9978586,0.001428824,0.0001080792,0.0001253989,0.00002193166,0.00001490523,0.000006213309,0.0000182879,0.0004177133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.917291,"threshold_uncertainty_score":0.4355599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483151464549408,"score_gpt":0.2919326173232473,"score_spread":0.2771011026777532,"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."}}