{"id":"W4387516165","doi":"10.1542/peds.2023-062836","title":"Updates in Food Allergy Prevention in Children","year":2023,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McMaster University; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Peanut allergy; Food allergy; Allergy; Egg allergy; Allergen; Harm; Sensitization; Intervention (counseling); Environmental health; Pediatrics; Immunology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002775647,0.00007429822,0.000130178,0.0006492776,0.00002055908,0.000009229127,0.00008128111,0.00008479358,0.00008917763],"category_scores_gemma":[0.0001610138,0.00007128037,0.00004673057,0.001628922,0.0000150375,0.00005630454,0.00006233455,0.0002332597,0.0002047614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003573947,"about_ca_system_score_gemma":0.00008281888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006248545,"about_ca_topic_score_gemma":0.0004235665,"domain_scores_codex":[0.9990666,0.00003552722,0.0001821313,0.0001851564,0.0002450839,0.0002855145],"domain_scores_gemma":[0.9997129,0.00004029907,0.00002232949,0.0001323987,0.00002472976,0.00006727794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001074329,0.0004328312,0.9718115,0.00008750286,0.00003967676,0.00006992147,0.0002240665,0.0001819085,0.0001027071,0.0006835053,0.007255,0.019004],"study_design_scores_gemma":[0.001343915,0.0003843798,0.9929497,0.00001663639,0.000001091757,0.00000527862,0.00005617291,0.0002730578,0.00008857405,0.0009304102,0.003861652,0.00008914593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969275,0.000707816,0.000004587991,0.0007602472,0.00004944799,0.0001973684,0.000004364609,0.00005708331,0.001291572],"genre_scores_gemma":[0.9958692,0.002689974,0.00005856082,0.00004469165,0.0002315301,0.00002241603,0.0001340503,0.00001387445,0.0009356943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02113824,"threshold_uncertainty_score":0.2906729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168872681165855,"score_gpt":0.3023397420699878,"score_spread":0.2806510152583292,"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."}}