{"id":"W4386950391","doi":"10.1093/crocol/otad050","title":"Bedside Intestinal Ultrasound Performed in an Inflammatory Bowel Disease Urgent Assessment Clinic Improves Clinical Decision-Making and Resource Utilization","year":2023,"lang":"en","type":"article","venue":"Crohn s & Colitis 360","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Gastroenterological Society of Australia; Celltrion; Australian Government; Celltrion Healthcare; Amgen; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Calprotectin; Inflammatory bowel disease; Endoscopy; Sigmoidoscopy; Internal medicine; Disease; Observational study; Intensive care medicine; Colonoscopy; Colorectal cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001170313,0.0002677839,0.0002251463,0.0001529656,0.000200323,0.0001311122,0.0002655799,0.0002013441,0.0000870705],"category_scores_gemma":[0.002480723,0.0002887564,0.0001323159,0.0001489026,0.0002768137,0.00003178381,0.0002818997,0.0002430571,0.00003151655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006627187,"about_ca_system_score_gemma":0.0007253545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004026391,"about_ca_topic_score_gemma":0.0001907416,"domain_scores_codex":[0.9972723,0.0003335924,0.0008369187,0.0007644462,0.0002895163,0.0005032204],"domain_scores_gemma":[0.998145,0.0003040883,0.0002011901,0.0006229293,0.0001316507,0.0005951207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001957194,0.0001898447,0.9726588,0.0001235367,0.00003254356,0.0008417077,0.00009937899,0.0001099282,0.001727562,0.0001258117,0.001695423,0.02043833],"study_design_scores_gemma":[0.0009310702,0.0001586132,0.9912897,0.0001729899,0.00003748892,0.00001354389,0.0002846329,0.002320141,0.00006452591,0.000528651,0.003870795,0.0003277922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983807,0.0001904657,0.0001646393,0.0000361101,0.0002527384,0.0005625928,0.0000470474,0.00007231842,0.0002934216],"genre_scores_gemma":[0.9978318,0.0002851081,0.0004452395,0.0004082005,0.0003513041,0.0001259708,0.0003434455,0.00005394466,0.000154963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02011054,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540553187483693,"score_gpt":0.354447311179001,"score_spread":0.3290417793041641,"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."}}