{"id":"W4361207010","doi":"10.1093/crocol/otad017","title":"The Impact of Confounders on Symptom–Endoscopic Discordances in Crohn’s Disease","year":2023,"lang":"en","type":"article","venue":"Crohn s & Colitis 360","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Center for Advancing Translational Sciences; University of California, San Francisco; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Johns Hopkins University; Seres Therapeutics; Crohn's and Colitis Foundation; Pfizer; Genentech; Crohn's and Colitis Foundation of America; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Internal medicine; Medicine; Gastroenterology; Crohn's disease; Diarrhea; Confounding; Abdominal pain; Small intestinal bacterial overgrowth; Disease; Breath test; Severity of illness; Irritable bowel syndrome","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":[0.01505975,0.0005819863,0.0009178704,0.001206236,0.0009807298,0.001458928,0.001158232,0.001129567,0.001650638],"category_scores_gemma":[0.03562746,0.0003295844,0.001471728,0.002386606,0.0008374102,0.0007141635,0.00106588,0.001197763,0.0001961535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272767,"about_ca_system_score_gemma":0.0004804227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002889744,"about_ca_topic_score_gemma":0.001450828,"domain_scores_codex":[0.9779053,0.01376699,0.002064678,0.003312187,0.00197002,0.0009807625],"domain_scores_gemma":[0.937955,0.03523275,0.01390283,0.009735855,0.001574738,0.001598797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007269639,0.00002237611,0.996698,0.00003903389,0.0007697581,0.0000635958,0.00006998629,0.00009114205,0.00009867088,0.00009269536,0.00009154354,0.001236342],"study_design_scores_gemma":[0.00002227541,0.0001796291,0.9977894,0.00002034499,0.000401697,0.0002005332,0.00007887247,0.0005549745,0.0001610179,0.0002165099,0.0003657568,0.000008999126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905132,0.00444399,0.001511032,0.0003763276,0.0001326514,0.0000466371,0.001393528,0.00002024105,0.001562468],"genre_scores_gemma":[0.9991477,0.00009290856,0.0002118492,0.00004482352,0.00005630414,0.00001953107,0.000320783,0.000007935912,0.00009812679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01505975,"threshold_uncertainty_score":0.07964456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155423196162116,"score_gpt":0.2909510009977366,"score_spread":0.2793967690361154,"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."}}