{"id":"W2147137661","doi":"10.1038/ctg.2015.53","title":"Recent Advances in Celiac Disease from TTG to Gluten in Pee","year":2015,"lang":"en","type":"article","venue":"Clinical and Translational Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Gluten; Gluten free; Disease; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003350805,0.00008687119,0.0002486668,0.0001108237,0.000009379319,0.000006095482,0.00005420792,0.0000360761,0.00009207207],"category_scores_gemma":[0.0001652864,0.00007478175,0.00005281769,0.00008597541,0.0001004745,0.00006737963,0.00003788415,0.0001626914,0.00002766957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001272057,"about_ca_system_score_gemma":0.00007350803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001747961,"about_ca_topic_score_gemma":0.0005259772,"domain_scores_codex":[0.9987337,0.0001180751,0.0003786234,0.0003120302,0.0002049735,0.0002525695],"domain_scores_gemma":[0.99901,0.00009265081,0.00002101169,0.0001098805,0.00004796258,0.0007184627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00804698,0.0004873732,0.9390721,0.00001458533,0.00001648247,0.0001640212,0.00003273636,0.0000893271,0.000001243885,0.0001158041,0.0004630835,0.05149629],"study_design_scores_gemma":[0.005277939,0.0004723269,0.9205549,0.00003821127,0.00002011306,0.000001470033,0.00002387246,0.0003787951,2.403129e-7,0.003047619,0.07014604,0.00003848651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510096,0.004872941,0.0004096442,0.04271934,0.0001413647,0.000391525,0.00005233031,0.00001145104,0.000391787],"genre_scores_gemma":[0.9916126,0.004581376,0.0006572014,0.002738374,0.0001497951,0.00004553544,0.0001537969,0.000007073305,0.00005432193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06968296,"threshold_uncertainty_score":0.3049511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0643426814349305,"score_gpt":0.3925267108413077,"score_spread":0.3281840294063773,"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."}}