{"id":"W2257900009","doi":"","title":"Serologic testing in celiac disease: Practical guide for clinicians.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Serology; Medicine; Disease; Tissue transglutaminase; Coeliac disease; Immunoglobulin A; MEDLINE; Gluten free; Antibody; Immunology; Internal medicine; Gastroenterology; Pathology; Immunoglobulin G","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00090934,0.00009664355,0.0001787896,0.0001072584,0.00003080333,0.00001626397,0.00006933611,0.00003822468,0.000038472],"category_scores_gemma":[0.01135967,0.00006101478,0.00008485454,0.0001576891,0.00005607657,0.00009443414,0.00008147425,0.00007441382,0.00004061478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193943,"about_ca_system_score_gemma":0.000137499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001172836,"about_ca_topic_score_gemma":0.0000124989,"domain_scores_codex":[0.9984977,0.00004657859,0.00026683,0.0003032771,0.0002596762,0.0006259421],"domain_scores_gemma":[0.9983405,0.0006928978,0.00004766865,0.0002687845,0.0000980097,0.0005520763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001295203,0.0004545698,0.165336,0.0002094149,0.0000466392,0.0003092657,0.000003522099,7.511034e-7,0.00006112565,0.0007758798,0.05996302,0.7715446],"study_design_scores_gemma":[0.002214376,0.0000677688,0.7549253,0.00004510208,0.00005704066,0.000002356345,0.00001311785,0.00005716366,0.00002866003,0.0009230288,0.2415879,0.00007816867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4143086,0.004280624,0.01025669,0.4645703,0.001143201,0.02831746,0.0002510015,0.000829209,0.07604291],"genre_scores_gemma":[0.9785316,0.0003423686,0.002016318,0.002356188,0.0004039302,0.007380777,0.00001594441,0.00002810664,0.008924774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7714664,"threshold_uncertainty_score":0.9969681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455045752561075,"score_gpt":0.3869529517061703,"score_spread":0.2414483764500628,"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."}}