{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002896028,0.0004862988,0.0001715689,0.0008649534,0.000722657,0.0007747248,0.0002001476,0.001028552,0.01268597],"category_scores_gemma":[0.0004827807,0.0001185549,0.0002465951,0.0005658455,0.0002311456,0.0006724201,0.0004249715,0.0007617453,0.005156185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004707286,"about_ca_system_score_gemma":0.0005221895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002369656,"about_ca_topic_score_gemma":0.003741506,"domain_scores_codex":[0.9997497,0.00002454205,0.00002207316,0.00002465908,0.0001370538,0.00004194774],"domain_scores_gemma":[0.9997646,0.00002241733,0.00005046489,0.000007491735,0.00008584907,0.00006923093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005949727,0.0002698287,0.04289144,0.0006183044,0.0000454857,0.01441182,0.0004688104,0.0001253756,0.04070195,0.006051207,0.5736503,0.3201705],"study_design_scores_gemma":[0.00001399376,0.0001213445,0.01267649,0.000104813,0.00001228465,0.01694081,0.0001838543,0.00006869218,0.004390726,0.0004150632,0.9650617,0.0000101696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.3477392,0.0841191,0.006491366,0.07441626,0.03436933,0.0004182564,0.007778605,0.002224071,0.4424438],"genre_scores_gemma":[0.4848573,0.03070688,0.008581487,0.02682795,0.009085942,0.00007941854,0.01147303,0.0003859914,0.428002],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01268597,"threshold_uncertainty_score":0.04243886,"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."}}