{"id":"W4405424080","doi":"10.1186/s13223-024-00935-2","title":"Allergen immunotherapy","year":2024,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University; Université Laval; Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Anaphylaxis; Asthma; Allergy; Intensive care medicine; Allergen immunotherapy; Immunotherapy; Adverse effect; Allergen; Dermatology; Immunology; Internal medicine; Immune system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[],"category_scores_codex":[0.0004092471,0.0005949914,0.002973724,0.000214019,0.00009902925,0.00004794568,0.0001862055,0.001515693,0.000737157],"category_scores_gemma":[0.0001168807,0.0004207185,0.00117556,0.0002407948,0.0004121934,0.00004732076,0.0002003317,0.001398952,0.001076071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005182183,"about_ca_system_score_gemma":0.0003675444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002862785,"about_ca_topic_score_gemma":0.00002274845,"domain_scores_codex":[0.9964747,0.000378433,0.001677138,0.0008682457,0.0001742061,0.0004272925],"domain_scores_gemma":[0.9984288,0.000344801,0.0003264432,0.0006399104,0.00009806738,0.0001619543],"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":[0.00008224636,0.0001587502,0.000001547223,0.0008865728,0.006611422,0.0003687851,0.00003610347,2.189448e-8,6.254482e-7,0.002904868,0.00453079,0.9844183],"study_design_scores_gemma":[0.0007619598,0.0007998818,0.0001229581,0.004026487,0.0006136695,0.001476003,0.00002659473,0.00001646652,6.241795e-8,0.0002264649,0.9915577,0.0003717419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007003402,0.9916539,0.00005004518,0.0004380328,0.001863877,0.0005040136,0.00001019799,0.0001622276,0.00524773],"genre_scores_gemma":[0.00001803742,0.9883596,0.0001794536,0.0004828089,0.0007293855,0.00004194891,0.0003970289,0.0001377982,0.009653992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9870269,"threshold_uncertainty_score":0.9998245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05500797860376013,"score_gpt":0.3910602482233064,"score_spread":0.3360522696195463,"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."}}