{"id":"W4318822697","doi":"10.1016/j.jaip.2023.01.031","title":"Real-World Safety Analysis of Preschool Tree Nut Oral Immunotherapy","year":2023,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University; BC Children's Hospital; University of British Columbia","funders":"BC Children’s Hospital Foundation","keywords":"Medicine; Tolerability; Oral food challenge; Oral immunotherapy; Allergy; Immunoglobulin E; Oral allergy syndrome; Anaphylaxis; Food allergy; Internal medicine; Pediatrics; Surgery; Adverse effect; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002894179,0.000376607,0.000479205,0.0003637686,0.0002297751,0.0009235141,0.0004785314,0.000734723,0.001513168],"category_scores_gemma":[0.009032201,0.0001887291,0.0006264849,0.0004344383,0.0003839768,0.0004561128,0.000371703,0.0006083139,0.000418995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008995334,"about_ca_system_score_gemma":0.0008636255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003071795,"about_ca_topic_score_gemma":0.001764698,"domain_scores_codex":[0.9977868,0.001019939,0.0001562238,0.0003514239,0.0005469482,0.000138799],"domain_scores_gemma":[0.9897574,0.006554786,0.001682789,0.0006277744,0.001123675,0.0002535236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0260409,0.005796242,0.6412321,0.001697497,0.002123451,0.003586198,0.00112425,0.1679416,0.02004734,0.00211961,0.009149457,0.1191414],"study_design_scores_gemma":[0.001307878,0.023414,0.5976041,0.0002398918,0.001703226,0.004305193,0.001884475,0.334574,0.01817472,0.003118377,0.01345611,0.0002181796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956245,0.0005077691,0.001781182,0.0001891317,0.00001925095,0.0000620767,0.001050819,0.00004588547,0.0007195206],"genre_scores_gemma":[0.9978184,0.0001315641,0.0007966145,0.00006102006,0.00001138861,0.00002489004,0.0009728849,0.00000739666,0.0001759608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003071795,"threshold_uncertainty_score":0.01530606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04765715934673892,"score_gpt":0.4206425627217292,"score_spread":0.3729854033749903,"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."}}