{"id":"W2944767973","doi":"10.1089/gtmb.2018.0329","title":"HLA-DQ Typing Kits in Diagnosis and Screening for Celiac Disease","year":2019,"lang":"en","type":"article","venue":"Genetic Testing and Molecular Biomarkers","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council","keywords":"Human leukocyte antigen; Typing; Multiplex; Medicine; Disease; Immunology; Bioinformatics; Internal medicine; Antigen; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007468108,0.0007732987,0.0004225024,0.002393134,0.0004042889,0.001157373,0.001313153,0.00155571,0.002616578],"category_scores_gemma":[0.009897966,0.0004641325,0.0002654484,0.002009223,0.0006769506,0.0007430557,0.0008992227,0.0007691288,0.001854276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004036537,"about_ca_system_score_gemma":0.0004509431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005022467,"about_ca_topic_score_gemma":0.0005140136,"domain_scores_codex":[0.9896569,0.00571952,0.000732543,0.001017368,0.002554589,0.0003191098],"domain_scores_gemma":[0.9942214,0.003267581,0.0009971663,0.0003715727,0.0009273411,0.0002150395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002274417,0.000579833,0.4380477,0.001923523,0.000213509,0.001124158,0.0004825017,0.001101929,0.05806562,0.00123239,0.003674104,0.4912802],"study_design_scores_gemma":[0.0004508109,0.01047771,0.5914876,0.002780708,0.001055327,0.02792147,0.001730541,0.008049839,0.2417703,0.004294998,0.1097948,0.0001858124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.776859,0.1506499,0.04762973,0.002569805,0.00141983,0.0007041669,0.001504022,0.0007606603,0.01790297],"genre_scores_gemma":[0.9193193,0.01028019,0.06478278,0.0007195427,0.0001851583,0.0003617991,0.00110245,0.00006495015,0.003183719],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007468108,"threshold_uncertainty_score":0.03949559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426992779938707,"score_gpt":0.288065410696356,"score_spread":0.2637954828969689,"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."}}