{"id":"W2895825204","doi":"10.1111/all.13644","title":"Oral peanut immunotherapy How much is too much? How much is enough?","year":2018,"lang":"en","type":"letter","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Oral immunotherapy; Immunotherapy; Peanut allergy; Medicine; Intensive care medicine; Immunology; Allergy; Immune system; Food allergy","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004204896,0.001206153,0.001562079,0.0007365471,0.0004483672,0.0003934386,0.001328163,0.002258323,0.01110148],"category_scores_gemma":[0.0001283021,0.001038671,0.0009835552,0.0006794452,0.0006658839,0.00028427,0.0003395051,0.003778907,0.001175829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002675776,"about_ca_system_score_gemma":0.0006001351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005480906,"about_ca_topic_score_gemma":0.0001368552,"domain_scores_codex":[0.9933047,0.0003184594,0.0005533447,0.001669618,0.002149842,0.002004012],"domain_scores_gemma":[0.9959452,0.0002004371,0.0003346937,0.002331065,0.0008089874,0.0003796007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003163788,0.0001971252,0.00001425357,0.0002556474,0.002572127,0.001276892,0.0009540157,3.071142e-8,0.001284164,0.00008305198,0.9837695,0.009276849],"study_design_scores_gemma":[0.002922751,0.002037972,0.0001385624,0.0003013263,0.00002590497,0.0001641988,0.0003460427,0.00004261885,0.004285687,0.0003684215,0.9883023,0.001064211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005505313,0.005489888,0.00003958299,0.9672949,0.001262409,0.0007441957,0.0002022775,0.0002571661,0.01920421],"genre_scores_gemma":[0.01298495,0.005681864,0.0005512206,0.5919624,0.0114999,0.0001174948,0.001436135,0.0003409039,0.3754251],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3753326,"threshold_uncertainty_score":0.9996019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674126849128513,"score_gpt":0.294982846312827,"score_spread":0.2582415778215419,"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."}}