{"id":"W2884655719","doi":"10.1093/jcag/gwy042","title":"Celiac Disease: Against the Grain in Gastroenterology","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Disease; Subclinical infection; Villous atrophy; Gluten; Internal medicine; Clinical trial; Human leukocyte antigen; Gastroenterology; Immunology; Pathology; Antigen; Coeliac disease","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":[0.002542764,0.0006612722,0.001058054,0.001631428,0.001471759,0.004405261,0.0009849116,0.004687734,0.01154506],"category_scores_gemma":[0.003644729,0.0001894573,0.0003300498,0.001727097,0.004986065,0.004784804,0.002590956,0.006816139,0.004380989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003140367,"about_ca_system_score_gemma":0.005109093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009684085,"about_ca_topic_score_gemma":0.01968254,"domain_scores_codex":[0.9989439,0.0003850425,0.0001009499,0.0001127545,0.0003205592,0.0001368279],"domain_scores_gemma":[0.9974681,0.0005373057,0.0001877579,0.0001209783,0.000714258,0.0009715775],"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":[0.0001548953,0.00007889231,0.002350959,0.001641402,0.00004727662,0.0005334248,0.0006958342,0.00007542544,0.0006220327,0.02443195,0.6017814,0.3675866],"study_design_scores_gemma":[0.00003257198,0.00008029478,0.00372003,0.002627645,0.00003082145,0.001375394,0.001053374,0.00004383608,0.00006129705,0.01570402,0.9752507,0.00001985613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0009847704,0.623928,0.0003779082,0.3384112,0.02323266,0.00001204373,0.00005072323,0.0000834957,0.01291919],"genre_scores_gemma":[0.023025,0.7192131,0.001790753,0.1629243,0.06315886,0.00002764029,0.000161105,0.00006051779,0.02963875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01154506,"threshold_uncertainty_score":0.03862208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008534734220598604,"score_gpt":0.2523671594947639,"score_spread":0.2438324252741653,"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."}}