{"id":"W4412059730","doi":"10.1007/s10620-025-09181-x","title":"Sonographic Transmural Induction Outcomes Across Advanced Therapies in Crohn’s Disease","year":2025,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Hepatology; Medicine; Transplant surgery; Crohn's disease; Internal medicine; Disease; Crohn disease; Gastroenterology; Intensive care medicine; Pathology","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":[0.0005865976,0.0001412492,0.0003694267,0.000413902,0.0001504955,0.0006908878,0.0001870285,0.0002606465,0.002406059],"category_scores_gemma":[0.002352772,0.0001002794,0.0004510898,0.0005683248,0.0002679777,0.0005605697,0.0006842343,0.0006415925,0.0002717678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002802422,"about_ca_system_score_gemma":0.0002180969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009855203,"about_ca_topic_score_gemma":0.001273213,"domain_scores_codex":[0.9996719,0.00009072771,0.00003092878,0.00004970775,0.00005249474,0.0001041006],"domain_scores_gemma":[0.9981399,0.0004636451,0.0008001587,0.0001030736,0.000121367,0.0003718403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004591544,0.0001499487,0.9663097,0.00007417061,0.0002493028,0.0001784059,0.0002644772,0.0003064834,0.00141991,0.0001297512,0.0003885271,0.02593771],"study_design_scores_gemma":[0.00002160715,0.0004826289,0.998472,0.00001903775,0.00007224313,0.0001221889,0.0002115673,0.0001462162,0.0001389824,0.00008671349,0.0002218835,0.000004913844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996895,0.001217945,0.0001105579,0.0001457049,0.00001295403,0.000005045822,0.0002247638,0.00000484979,0.001383111],"genre_scores_gemma":[0.9991726,0.0002570509,0.00003904343,0.00002996677,0.00002230608,0.000003432309,0.0002429899,0.000001798589,0.0002306773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002406059,"threshold_uncertainty_score":0.008049071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009225993036985975,"score_gpt":0.2936610712770146,"score_spread":0.2844350782400286,"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."}}