{"id":"W4402881204","doi":"10.1111/all.16332","title":"Development and acceptability of a decision‐aid for food allergy oral immunotherapy in children","year":2024,"lang":"en","type":"article","venue":"Allergy","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; BC Children's Hospital; University of British Columbia; University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; Genentech; National Institutes of Health; Bausch Health; Sanofi Genzyme; Incyte; Public Health Agency; Asthma and Allergy Foundation of America; LEO Pharma; Public Health Agency of Canada; Regeneron Pharmaceuticals; Sanofi; CSL Behring; Aimmune Therapeutics; AstraZeneca; Celldex Therapeutics; Amgen; Pfizer","keywords":"Medicine; Decision aids; Readability; Food allergy; Oral immunotherapy; Family medicine; Allergy; Alternative medicine; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004378566,0.0001592779,0.0003041177,0.0001820137,0.0002550416,0.000009800598,0.0003408832,0.0001863834,0.0003587919],"category_scores_gemma":[0.0001888214,0.0001444632,0.00005772591,0.0002480492,0.00005808212,0.000131383,0.000244061,0.0003230492,0.000012905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998615,"about_ca_system_score_gemma":0.0006397999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004806303,"about_ca_topic_score_gemma":0.005432288,"domain_scores_codex":[0.9978485,0.0002921958,0.0009419526,0.0003528407,0.0001922248,0.0003722872],"domain_scores_gemma":[0.9980208,0.001033815,0.0001373368,0.000588813,0.0001317228,0.00008752313],"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":[0.0009420552,0.0003761209,0.1680068,0.0008381659,0.0006981795,0.00000120509,0.06589731,0.00003302823,0.0001182865,0.02690395,0.002907131,0.7332777],"study_design_scores_gemma":[0.002552628,0.0001991225,0.3861324,0.0003261211,0.000002678124,0.000001873414,0.002780972,0.0003821035,0.0001192381,0.005315934,0.6019511,0.000235857],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812874,0.01440209,0.0005729381,0.0009983557,0.000412475,0.00164262,0.00006811628,0.00009269777,0.0005233729],"genre_scores_gemma":[0.9492615,0.0006773781,0.0484767,0.0003874496,0.00003713015,0.0009718825,0.000073217,0.00003852853,0.00007620198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7330419,"threshold_uncertainty_score":0.589104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315367126564959,"score_gpt":0.4142818531696155,"score_spread":0.2827451405131196,"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."}}