{"id":"W2291471825","doi":"10.1016/j.anai.2016.02.001","title":"Risk factors for fatal and nonfatal reactions to subcutaneous immunotherapy","year":2016,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"American Academy of Allergy Asthma and Immunology","keywords":"Medicine; Asthma; Confidence interval; Odds ratio; Allergy; Allergen immunotherapy; Incidence (geometry); Internal medicine; Immunology; Allergen","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":[0.0001277935,0.000182813,0.0003783288,0.0001717403,0.0001205359,0.00000792178,0.00008150234,0.0001715949,0.0001561602],"category_scores_gemma":[0.0002518619,0.0001310701,0.0001342302,0.00009488242,0.0001612932,0.0000959895,0.00003926397,0.00009179626,0.00001704021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001608583,"about_ca_system_score_gemma":0.0000497684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954062,"about_ca_topic_score_gemma":0.0000552813,"domain_scores_codex":[0.9988394,0.00005473967,0.0003866878,0.0002915463,0.0001144719,0.0003131451],"domain_scores_gemma":[0.998829,0.0002772753,0.0001893405,0.0003092592,0.0003051386,0.00008998356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0109835,0.0006275293,0.0006780322,0.0000385904,0.003890895,0.0001123261,0.004234966,0.00003956306,0.7604002,0.01962524,0.004523269,0.1948459],"study_design_scores_gemma":[0.004161813,0.00797575,0.1303228,0.0001842786,0.000008420313,0.0009696338,0.0009348558,0.00005963767,0.09830455,0.001228094,0.7553478,0.0005023817],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882402,0.0009136352,0.005987179,0.003786275,0.0002254518,0.0003222599,0.00009380235,0.00004722667,0.0003840096],"genre_scores_gemma":[0.991235,0.006286947,0.0007191172,0.0003207076,0.0000761592,0.00001635643,0.00006403685,0.00003489527,0.001246794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7508245,"threshold_uncertainty_score":0.5344883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489373388372388,"score_gpt":0.2874134570255156,"score_spread":0.2625197231417917,"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."}}