{"id":"W2186363219","doi":"10.1515/iupac.80.0211","title":"Lymphocyte Subpopulations in Human Exposure to Metals","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Lymphocyte; Immunology; Mercury (programming language); Cadmium; Chemistry; Biology; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003239229,0.0004069683,0.00101757,0.0005894035,0.00009401806,0.00005112083,0.0002245466,0.000287472,0.003426788],"category_scores_gemma":[0.000382757,0.0003099381,0.00020987,0.0002887341,0.00004731314,0.00009173375,0.0001376035,0.0002953366,0.000005928248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007485308,"about_ca_system_score_gemma":0.0006852131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007008443,"about_ca_topic_score_gemma":0.01344977,"domain_scores_codex":[0.9974447,0.00006533092,0.0007393425,0.0004534677,0.0008862567,0.0004109235],"domain_scores_gemma":[0.9983048,0.00005788066,0.000176692,0.0008809443,0.0003201696,0.0002594398],"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":[0.00009843594,0.0001913654,0.0002809594,0.0001565343,0.0001134223,0.0003124752,0.00003408489,0.000003671299,0.0001452565,0.00002165007,0.9966011,0.002041037],"study_design_scores_gemma":[0.002648189,0.000464647,0.007590304,0.001444426,0.0001439288,0.00004286396,0.00003735883,9.751847e-7,0.00004530231,0.00005077594,0.9871812,0.0003499723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01332481,0.001082989,0.0000310533,0.002130225,0.0003426429,0.000647402,0.9823056,0.00005635211,0.00007891283],"genre_scores_gemma":[0.004981747,0.0005926571,0.0000582009,0.0008704599,0.0006350482,0.00004926065,0.9916174,0.00004490062,0.001150329],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01274892,"threshold_uncertainty_score":0.9999353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102916309220064,"score_gpt":0.4086356528082005,"score_spread":0.3876064897159998,"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."}}