{"id":"W4288735298","doi":"10.2500/jfa.2022.4.220020","title":"A practical focus on oral immunotherapy to tree nuts","year":2022,"lang":"en","type":"article","venue":"Journal of Food Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Oral immunotherapy; Medicine; Oral allergy syndrome; Sensitization; Allergy; Immunoglobulin E; Food allergy; Dermatology; Ingestion; Immunology; Immunotherapy; Oral food challenge; Dosing; Antibody; Internal medicine; Immune system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001582492,0.0008714488,0.0006406118,0.0006075763,0.0005709295,0.001561205,0.0008691658,0.004305457,0.0398491],"category_scores_gemma":[0.002420391,0.0001927693,0.0009057158,0.0002515688,0.0006555526,0.00252703,0.001936332,0.004201575,0.01613641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005287923,"about_ca_system_score_gemma":0.0009219627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005022972,"about_ca_topic_score_gemma":0.001525807,"domain_scores_codex":[0.9992142,0.0002396039,0.00007356908,0.0001362355,0.0002342904,0.0001020941],"domain_scores_gemma":[0.9987817,0.0004581843,0.00009122953,0.00008707956,0.0002870299,0.0002947474],"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":[0.0002845051,0.0004305141,0.001196818,0.002646775,0.00003986063,0.002286146,0.0001883739,0.0001490346,0.005780629,0.008029497,0.2407016,0.7382663],"study_design_scores_gemma":[0.00007582096,0.0003221504,0.00210494,0.001894955,0.00003283265,0.005306222,0.0002019127,0.00009704495,0.000696302,0.005944333,0.9833031,0.00002032398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009974487,0.476865,0.01663928,0.2854651,0.05255794,0.0005272781,0.0003895595,0.0008945554,0.1566869],"genre_scores_gemma":[0.05368478,0.3726162,0.02834006,0.2563651,0.1136196,0.0006621827,0.0006359039,0.000385398,0.1736906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0398491,"threshold_uncertainty_score":0.1333085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04804983754623634,"score_gpt":0.3519114346534593,"score_spread":0.303861597107223,"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."}}