{"id":"W3004352153","doi":"10.1097/nt.0000000000000389","title":"Recent Surveys on Food Allergy Prevalence","year":2020,"lang":"en","type":"article","venue":"Nutrition Today","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food allergy; Environmental health; Medicine; Allergen; Food allergens; Harm; Allergy; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002273051,0.0001030464,0.000153718,0.00006113359,0.00006585391,0.00001527701,0.00009400781,0.00008249732,0.00175273],"category_scores_gemma":[0.0002385498,0.00009220783,0.00007318057,0.0002942774,0.00004134207,0.00004977866,0.00002586499,0.0002573553,0.000428215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003326201,"about_ca_system_score_gemma":0.00004457553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002430412,"about_ca_topic_score_gemma":0.000008016448,"domain_scores_codex":[0.9987721,0.000182603,0.0001549663,0.0002751847,0.0003976437,0.0002174575],"domain_scores_gemma":[0.9993495,0.00006138031,0.00002707297,0.0001684732,0.0001337127,0.0002598585],"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":[0.003645227,0.006680806,0.001491991,0.003574047,0.0006446934,0.0003404148,0.0008713995,0.00003457215,0.03473391,0.008489556,0.3787856,0.5607078],"study_design_scores_gemma":[0.002576948,0.005521127,0.01629199,0.0002791779,0.000002096991,0.000008308644,0.00006148669,0.0001218956,0.02434776,0.0001881136,0.950453,0.0001480345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5015183,0.01825361,0.0008687436,0.3778024,0.0006523429,0.002694405,0.0002290656,0.0008337982,0.09714731],"genre_scores_gemma":[0.9851894,0.01007847,0.0001308915,0.003269784,0.0004216732,0.00004675163,0.00007271526,0.00001829362,0.0007719911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5716674,"threshold_uncertainty_score":0.9991598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06089931066349372,"score_gpt":0.3043871974535589,"score_spread":0.2434878867900651,"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."}}