{"id":"W4385930161","doi":"10.1089/derm.2023.0154","title":"Sulfites: Allergen of the Year 2024","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sodium metabisulfite; Medicine; Allergen; Preservative; Allergic contact dermatitis; Contact dermatitis; Dermatology; Allergy; Food science; Immunology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00005376472,0.0000680868,0.0001533001,0.00006306005,0.00004343213,0.00001053607,0.00009649536,0.0000353561,0.001120116],"category_scores_gemma":[0.00006464877,0.00004596884,0.0001095562,0.0003269546,0.00003922966,0.00004587264,0.00007023154,0.00007502717,0.0004923228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001108594,"about_ca_system_score_gemma":0.00004084561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000504675,"about_ca_topic_score_gemma":0.00005360438,"domain_scores_codex":[0.9993663,0.00001862388,0.0001909511,0.00007861558,0.0002131933,0.0001322681],"domain_scores_gemma":[0.9995543,0.00004168614,0.00004804234,0.000268469,0.00004741913,0.00004003799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000001907493,0.00002274787,0.04577978,0.0001547234,0.00007853986,0.0000407031,0.0009236179,0.000007545345,0.0009946764,0.001152047,0.9471967,0.003646963],"study_design_scores_gemma":[0.0003587466,0.00001676728,0.6821404,0.0001355589,0.00001832421,0.00003045782,0.0003130093,0.000193183,0.002522264,0.0002345312,0.3139825,0.00005423108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253134,0.0002752303,0.0000135516,0.0194488,0.0006607924,0.0002740973,0.00004702347,0.000119159,0.05384798],"genre_scores_gemma":[0.9860367,0.0003929549,0.00007092398,0.001661216,0.00007506188,0.00001188398,0.00001690845,0.00001331561,0.01172101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6363606,"threshold_uncertainty_score":0.999793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587372720265613,"score_gpt":0.2505658477157715,"score_spread":0.2346921205131154,"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."}}