{"id":"W3162544686","doi":"10.1038/s41538-021-00093-4","title":"Peanut and hazelnut occurrence as allergens in foodstuffs with precautionary allergen labeling in Canada","year":2021,"lang":"en","type":"article","venue":"npj Science of Food","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Université Laval","funders":"AllerGen; Canadian Food Inspection Agency; Université Laval","keywords":"Allergen; Food allergens; Ingredient; Food science; Allergy; Chemistry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003738849,0.0001081057,0.0002188741,0.0002181944,0.00007645131,0.00001368698,0.000178704,0.00003348288,0.0001075911],"category_scores_gemma":[0.000278992,0.00009285133,0.00001799516,0.001353287,0.0003008959,0.000149096,0.0001206442,0.0002418005,0.00000166199],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798888,"about_ca_system_score_gemma":0.006951367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06650115,"about_ca_topic_score_gemma":0.8437021,"domain_scores_codex":[0.9981443,0.00003566193,0.0002320029,0.0004082074,0.0007739048,0.0004059118],"domain_scores_gemma":[0.9992705,0.00005273062,0.00004385998,0.0002250393,0.0002158161,0.0001920747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001552318,0.002468303,0.5894396,0.00127897,0.0003442424,0.003636104,0.008051027,0.00332836,0.3250512,0.007938398,0.003102902,0.05380853],"study_design_scores_gemma":[0.006486785,0.004748284,0.8098605,0.001974736,0.00001070973,0.0005690471,0.01000109,0.004209324,0.1546553,0.0009740056,0.005654854,0.0008553322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993521,0.001478392,0.000002291515,0.001458919,0.00005458272,0.0001372818,0.00001156847,0.000005622936,0.003330337],"genre_scores_gemma":[0.9989501,0.0002664981,0.0005475148,0.00008999929,0.00001242447,0.000008847997,0.000007051311,0.00000444343,0.0001131005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.777201,"threshold_uncertainty_score":0.9986783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828449060738928,"score_gpt":0.2700452648308159,"score_spread":0.2517607742234266,"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."}}