{"id":"W4307582607","doi":"10.1097/mpg.0000000000003649","title":"Intestinal Ultrasound for the Pediatric Gastroenterologist","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta; University of Calgary","funders":"National Center for Advancing Translational Sciences; AbbVie; Pfizer","keywords":"Medicine; Calprotectin; Inflammatory bowel disease; Ulcerative colitis; Gold standard (test); Disease; Intensive care medicine; Pediatric gastroenterology; Colonoscopy; Radiology; Internal medicine; 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":[0.0006355417,0.0001225953,0.0001370407,0.0001215611,0.0003038363,0.00001705068,0.000239437,0.00004533797,0.00002182926],"category_scores_gemma":[0.0001717736,0.0001002307,0.000159783,0.00005648482,0.0000769867,0.000009241028,0.0001043254,0.000240704,4.361758e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002044978,"about_ca_system_score_gemma":0.00004415159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.484332e-7,"about_ca_topic_score_gemma":0.000003635761,"domain_scores_codex":[0.9988828,0.0001921983,0.0003649209,0.0001625781,0.0001449301,0.0002525975],"domain_scores_gemma":[0.9991347,0.00008973991,0.0004237091,0.0001247878,0.0001429104,0.00008415992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007254716,0.0003233851,0.9683524,0.00005825116,0.00005826116,0.00004658677,0.00002151163,0.0001586006,0.001545039,0.00001564822,0.02211354,0.00005208292],"study_design_scores_gemma":[0.008070681,0.01186618,0.969464,0.000003427709,0.0008200015,0.004686355,0.0004375497,0.0000762096,0.00007813624,0.0003838874,0.003955551,0.0001579891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926092,0.001205959,0.004852993,0.0005100622,0.0005004588,0.0002561396,0.00005792867,0.000004069331,0.000003196493],"genre_scores_gemma":[0.9950588,0.001233345,0.0006379283,0.000505515,0.002418091,0.00008715616,0.00003027495,0.00001293079,0.00001601184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01815799,"threshold_uncertainty_score":0.4087288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007984333508733564,"score_gpt":0.2290280613717763,"score_spread":0.2210437278630428,"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."}}