{"id":"W2403031555","doi":"10.1097/der.0000000000000120","title":"What Is the Relevance of Contact Allergy to Sodium Metabisulfite and Which Concentration of the Allergen Should We Use?","year":2015,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergy; Rash; Sodium metabisulfite; Clearance; Dermatology; Allergen; Patch test; Prospective cohort study; Surgery; Urology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001681747,0.0001488286,0.0003576454,0.00003238074,0.00006122965,0.00007466313,0.0001570966,0.00006717963,0.00007878504],"category_scores_gemma":[0.0002421684,0.00008772541,0.00008421373,0.0002194057,0.00006924525,0.0004866651,0.00009549948,0.000118996,0.00000772518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002635559,"about_ca_system_score_gemma":0.0001127902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003169278,"about_ca_topic_score_gemma":0.0009254364,"domain_scores_codex":[0.998687,0.00009446317,0.0004425686,0.0001599658,0.0004407157,0.0001752936],"domain_scores_gemma":[0.9986531,0.0001748976,0.0002024652,0.0004453896,0.0004060112,0.0001181077],"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":[0.0002994356,0.0003842951,0.0534316,0.0009026222,0.001890548,0.00004130985,0.1003827,0.0001853716,0.05115135,0.01588387,0.7326834,0.04276349],"study_design_scores_gemma":[0.001804231,0.0001818974,0.2975359,0.0008097217,0.0001107503,0.00008812291,0.003240456,0.0009491915,0.05625157,0.0003321458,0.6384967,0.0001993002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8543648,0.007263268,0.000168347,0.1354059,0.0006532815,0.000819841,0.00004588044,0.0000242769,0.001254321],"genre_scores_gemma":[0.9836741,0.00768737,0.0001935441,0.007792664,0.00005197874,0.00002210816,0.000009059672,0.00001547918,0.0005536725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2441043,"threshold_uncertainty_score":0.3577338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03927356525993471,"score_gpt":0.2760675247101002,"score_spread":0.2367939594501655,"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."}}