{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001669995,0.0001839135,0.0001488114,0.00006812214,0.0001330493,0.00005545992,0.0003004933,0.00006310482,0.00003065659],"category_scores_gemma":[0.0002049949,0.0001399109,0.0001870569,0.0001678435,0.0002992318,0.000005476859,0.0001046281,0.00008462265,0.00005365225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005966955,"about_ca_system_score_gemma":0.0004196019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001427169,"about_ca_topic_score_gemma":0.0004305488,"domain_scores_codex":[0.9987018,0.0001106856,0.0002687128,0.0003095274,0.0001751037,0.0004341918],"domain_scores_gemma":[0.9990753,0.00005622526,0.00009622971,0.0005332705,0.00005868918,0.000180266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008996055,0.0004545106,0.9309093,0.0003381861,0.0004654386,0.003829434,0.0004852017,0.003953141,0.0108588,0.009838764,0.0202863,0.009584825],"study_design_scores_gemma":[0.0006598706,0.00007751384,0.9965993,0.00005312552,0.00001106123,8.930677e-7,0.0001187981,0.0001156261,0.0006154635,0.0007558324,0.0008498439,0.000142742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971734,0.0002606325,0.000004821259,0.00008418191,0.0002023364,0.0003825739,0.0001373499,0.00002366831,0.00173098],"genre_scores_gemma":[0.9983082,0.0002539496,0.000002653251,0.00007557563,0.0001156279,0.0001141239,0.00009690975,0.00002620311,0.001006745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06568988,"threshold_uncertainty_score":0.57054,"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."}}