{"id":"W3023474860","doi":"","title":"Clinical utility of serologic testing for celiac disease in ontario: an evidence-based analysis.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Serology; Dermatitis herpetiformis; Disease; Tissue transglutaminase; Coeliac disease; Immunology; Gliadin; Gastroenterology; Gluten; Biopsy; Antibody; Internal medicine; Pathology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005243916,0.0003774463,0.001034611,0.003918597,0.0004736256,0.001372893,0.0008138985,0.0006762343,0.002229916],"category_scores_gemma":[0.02605977,0.0003075557,0.001795557,0.005572115,0.0004384099,0.0006248093,0.000696535,0.0005533833,0.000185964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006231217,"about_ca_system_score_gemma":0.008595398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07873318,"about_ca_topic_score_gemma":0.1357515,"domain_scores_codex":[0.9936128,0.001210445,0.001378146,0.0003827882,0.00318309,0.0002327414],"domain_scores_gemma":[0.9763939,0.004934998,0.01155689,0.0002802746,0.00606768,0.0007662438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001877508,0.0001435856,0.9236783,0.01198615,0.003047589,0.000142708,0.0001909759,0.0002128494,0.0002017972,0.0001299111,0.00195456,0.05643409],"study_design_scores_gemma":[0.0003244351,0.000419067,0.9850444,0.004838926,0.004535626,0.0002749042,0.0002474649,0.0003355363,0.00009742767,0.00007700389,0.003780355,0.00002497191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6042416,0.3529347,0.001007658,0.004665131,0.0002477262,0.001478592,0.02208552,0.00004447234,0.01329454],"genre_scores_gemma":[0.9754542,0.02079619,0.0007455405,0.000356526,0.0000586484,0.000142196,0.002180413,0.000004999349,0.0002614132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9212668,"threshold_uncertainty_score":0.1565498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2160962401945982,"score_gpt":0.3905265553203188,"score_spread":0.1744303151257205,"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."}}