{"id":"W3101844953","doi":"10.1016/j.jaip.2020.10.045","title":"First Real-World Effectiveness Analysis of Preschool Peanut Oral Immunotherapy","year":2020,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Izaak Walton Killam Health Centre; University of Alberta; Dalhousie University; BC Children's Hospital; University of British Columbia","funders":"Bausch Health; BC Children’s Hospital Foundation; Australasian Society of Clinical Immunology and Allergy; Sanofi; Merck; AstraZeneca; AllerGen; Novartis; National Institute of Allergy and Infectious Diseases; Pfizer","keywords":"Medicine; Oral food challenge; Oral immunotherapy; Peanut allergy; Cumulative dose; Desensitization (medicine); Discontinuation; Internal medicine; Pediatrics; Food allergy; Allergy; 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":[0.003613965,0.0001359865,0.0008570398,0.0002771783,0.00008130105,0.000010811,0.0003077097,0.0001651979,0.0001843481],"category_scores_gemma":[0.002992307,0.0000867823,0.000313676,0.001039779,0.0004840982,0.00023759,0.0001056505,0.001501301,0.000005428161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002741394,"about_ca_system_score_gemma":0.0001618456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00043331,"about_ca_topic_score_gemma":0.0006211852,"domain_scores_codex":[0.9963515,0.001965707,0.001040204,0.0001598028,0.0002760339,0.0002067569],"domain_scores_gemma":[0.992199,0.006359242,0.000696694,0.0002676704,0.0003634326,0.0001139373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.3596156,0.007833497,0.1483746,0.0001760912,0.407518,0.001348706,0.004999727,0.003589591,0.01413343,0.006588727,0.001253449,0.04456859],"study_design_scores_gemma":[0.005564355,0.006507573,0.9614384,0.0001425849,0.001650593,0.00009849365,0.001137441,0.0007516101,0.0003005034,0.0001311378,0.02215595,0.0001214249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732569,0.005730859,0.0001280296,0.01853232,0.0001419734,0.0001631812,0.000002098921,0.000007038599,0.002037533],"genre_scores_gemma":[0.9177384,0.08097362,0.0002400316,0.0008478919,0.00008671341,0.00000165238,0.000001929523,0.00001117172,0.00009858645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8130637,"threshold_uncertainty_score":0.6522489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045257374513898,"score_gpt":0.403767386814324,"score_spread":0.358510012300426,"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."}}