{"id":"W2083766409","doi":"10.1351/pac200476061269","title":"Diagnostic relevance of the lymphocyte transformation test for sensitization to beryllium and other metals (IUPAC Technical Report)","year":2004,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Sensitization; Chemistry; Beryllium; Immunology; Lymphocyte; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00005105604,0.00007504979,0.0001469434,0.000007292784,0.0000422675,0.000009921927,0.00002174692,0.0000578385,0.000005072473],"category_scores_gemma":[0.0001796412,0.00005382254,0.0000296764,0.00005542643,0.0000359552,0.00002022419,0.0000116238,0.00003977348,2.358778e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000201423,"about_ca_system_score_gemma":0.00003047652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003876739,"about_ca_topic_score_gemma":0.000005656033,"domain_scores_codex":[0.9995412,0.000001083298,0.0001841736,0.0001117347,0.00008409793,0.00007775605],"domain_scores_gemma":[0.9996213,0.0001239263,0.00006383465,0.0001196668,0.00002896876,0.00004224516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003948262,0.0000475724,0.0003837567,0.0005698256,0.00002158296,0.000004005976,0.0002734461,0.00004713605,0.9951313,0.0006836812,0.000174357,0.002623904],"study_design_scores_gemma":[0.001163886,0.00002195992,0.00265137,0.0002127553,0.00008887279,0.0002532824,0.00009034303,0.00001660155,0.986456,0.0009020276,0.008051266,0.00009158496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883884,0.0003181412,0.002013958,0.003902924,0.00001828177,0.0006114549,0.00005911082,0.00002498034,0.00466276],"genre_scores_gemma":[0.9989767,0.00007847803,0.0003478338,0.0003339587,0.00005826629,0.00005622127,0.00001856488,0.000008904318,0.0001210734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058831,"threshold_uncertainty_score":0.219482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006449774842940081,"score_gpt":0.2383005664320914,"score_spread":0.2318507915891513,"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."}}