{"id":"W4323351141","doi":"10.1093/jcag/gwac036.014","title":"A14 TRANSABDOMINAL BOWEL ULTRASOUND AND CLINICAL OUTCOMES OVER ONE YEAR IN CHILDREN WITH NEWLY DIAGNOSED CROHN’S DISEASE","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Crohn's disease; Inflammatory bowel disease; Internal medicine; Rectum; Gastroenterology; Calprotectin; Colonoscopy; Endoscopy; Disease; Prospective cohort study; Faecal calprotectin; Ulcerative colitis; Colorectal cancer","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":[0.0006328144,0.00008591529,0.0003745351,0.0001779901,0.00004933175,0.0000119347,0.0001007503,0.00007788854,0.00003539485],"category_scores_gemma":[0.0003579628,0.00005850358,0.0001467401,0.0001079481,0.0001051349,0.00005337106,0.000008985145,0.0003018356,0.000002181488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000231734,"about_ca_system_score_gemma":0.0002889974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003873466,"about_ca_topic_score_gemma":0.1796886,"domain_scores_codex":[0.9987859,0.0001573592,0.0004396102,0.00009073606,0.0002561327,0.0002703159],"domain_scores_gemma":[0.9990056,0.0001424282,0.0003930931,0.00008537002,0.00008916149,0.0002843541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007738597,0.00007407521,0.9975101,0.000008269105,0.0002729855,0.00007575977,0.00008923036,0.00001550345,0.00002690781,0.00002411403,0.001072157,0.00005701983],"study_design_scores_gemma":[0.004620125,0.0005340828,0.9943314,0.00007031849,0.0001962796,0.00004863922,0.00005003843,0.000007384921,0.000002870438,0.00004423303,0.00006139262,0.00003320227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880363,0.000008522292,0.00000207641,0.01158011,0.0001357258,0.0001569987,0.0000574052,0.000003064689,0.0000198215],"genre_scores_gemma":[0.9979024,0.00006380081,0.00007348372,0.001660264,0.0001064704,0.000001569879,0.000004904898,0.000009367289,0.0001777746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1758151,"threshold_uncertainty_score":0.83528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009353213545100882,"score_gpt":0.2528298429824508,"score_spread":0.2434766294373499,"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."}}