{"id":"W1969245671","doi":"10.1097/der.0b013e3182937e81","title":"Low-Nickel Diet Scoring System for Systemic Nickel Allergy","year":2013,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nickel allergy; Medicine; Nickel; Food and drug administration; Dermatology; Food science; Allergic contact dermatitis; Allergy; Contact dermatitis; Environmental health; Metallurgy; Immunology; Materials science; Biology","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":[0.00008773019,0.0002522928,0.0005415808,0.0001273368,0.0001615243,0.0001302812,0.000161918,0.0001192715,0.000218986],"category_scores_gemma":[0.00005062953,0.0002246205,0.000219626,0.0001171007,0.00003586626,0.000336952,0.00005427557,0.0001279057,0.000850271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600235,"about_ca_system_score_gemma":0.00007638588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003519926,"about_ca_topic_score_gemma":0.00005125209,"domain_scores_codex":[0.9983529,0.00003472671,0.0005906976,0.0002851243,0.0002852692,0.0004513012],"domain_scores_gemma":[0.9988108,0.000111927,0.0001662839,0.0004604773,0.0002432515,0.0002072038],"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":[0.0001240197,0.0005332399,0.008866024,0.03089896,0.002029767,0.0009476724,0.003985826,0.0001302076,0.02839869,0.02996779,0.8487805,0.04533737],"study_design_scores_gemma":[0.02933471,0.002555815,0.3115748,0.04102531,0.0007473092,0.01940668,0.02261357,0.05972179,0.05505523,0.0009197799,0.4525663,0.004478702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717135,0.002136766,0.005588571,0.007171684,0.001105687,0.002708379,0.00005222014,0.0005923349,0.008930789],"genre_scores_gemma":[0.9940626,0.0002414474,0.0008578693,0.001893725,0.0003322951,0.0006923651,0.00008936074,0.00005685786,0.001773454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3962141,"threshold_uncertainty_score":0.9999277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013103047170553,"score_gpt":0.2316406408154391,"score_spread":0.2185375936448861,"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."}}