{"id":"W2368173045","doi":"10.1111/all.12933","title":"Global perceptions of food allergy thresholds in 16 countries","year":2016,"lang":"en","type":"article","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Pyrogenesis (Canada)","funders":"Food Allergy Research and Education","keywords":"Food allergy; Perception; Content (measure theory); Allergy; Food labeling; Food hypersensitivity; Medicine; Psychology; Food science; Immunology; Mathematics; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001429163,0.0001516798,0.000299171,0.000149704,0.00004806143,0.000007977239,0.0001795102,0.0001466321,0.002617224],"category_scores_gemma":[0.00008479361,0.0001029119,0.0001250667,0.0003336254,0.0002628495,0.000106461,0.00008947859,0.000090654,0.00009080381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560668,"about_ca_system_score_gemma":0.0001976655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002810734,"about_ca_topic_score_gemma":0.01002418,"domain_scores_codex":[0.9985435,0.00004497092,0.0003149512,0.0002767985,0.0004229899,0.0003967988],"domain_scores_gemma":[0.9992207,0.00006858206,0.00004936263,0.0003609629,0.0001476053,0.0001527567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.004928271,0.00360391,0.2185876,0.0004187942,0.003396181,0.0003495157,0.001343839,0.0001036944,0.02702221,0.5477154,0.09620418,0.09632646],"study_design_scores_gemma":[0.006153053,0.002905356,0.5257088,0.0005149025,0.000004061998,0.00008403976,0.0005070279,0.00002478382,0.001947139,0.005847093,0.455923,0.0003807266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557761,0.001046541,0.0002063675,0.004985668,0.0001113561,0.00016196,0.00005805276,0.00004884566,0.0376051],"genre_scores_gemma":[0.995643,0.001836391,0.0000826922,0.0002615018,0.0001065169,0.00002217811,0.00001561825,0.0000158893,0.002016243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5418683,"threshold_uncertainty_score":0.9982945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794301892768062,"score_gpt":0.294797223228527,"score_spread":0.2768542043008464,"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."}}