{"id":"W3094096950","doi":"10.1093/ecco-jcc/jjaa216","title":"Expert Consensus on Optimal Acquisition and Development of the International Bowel Ultrasound Segmental Activity Score [IBUS-SAS]: A Reliability and Inter-rater Variability Study on Intestinal Ultrasonography in Crohn’s Disease","year":2020,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":220,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Delphi method; Crohn's disease; Ultrasound; Reliability (semiconductor); Hyperaemia; Crohn disease; Delphi; Physical therapy; Radiology; Disease; Internal medicine; Artificial intelligence; Computer science; Blood flow","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":[0.0003784763,0.000151667,0.0001662536,0.00004261318,0.00007479329,0.00005114043,0.0001153338,0.00004812377,0.00001622356],"category_scores_gemma":[0.0003142808,0.0001154112,0.00006166302,0.00004021384,0.0002120716,0.00001502656,0.0001055893,0.0001545186,1.523392e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004148508,"about_ca_system_score_gemma":0.0001481531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007520957,"about_ca_topic_score_gemma":0.00001446727,"domain_scores_codex":[0.998856,0.0001918634,0.0003610729,0.0002640448,0.0002035237,0.0001235134],"domain_scores_gemma":[0.9992762,0.0000815571,0.0002054065,0.0001291891,0.000125306,0.0001823329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02706634,0.001053605,0.9548051,0.00009152228,0.0001204585,0.0002349062,0.002100023,0.00005357991,0.01238438,0.0000153083,0.0001552232,0.001919602],"study_design_scores_gemma":[0.001369519,0.0003946463,0.9920835,0.00009370873,0.00002116333,0.00004077422,0.0007247,0.00004670782,0.005020516,0.00002259865,0.0000695679,0.0001126252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990842,0.00003655222,0.00007843573,0.0003240613,0.00008693324,0.0002997797,0.00005518764,0.000001925227,0.00003286171],"genre_scores_gemma":[0.9993159,0.00002040958,0.0002555912,0.0003076752,0.00007381754,0.00001181767,0.000004195121,0.000007658549,0.000002924662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03727842,"threshold_uncertainty_score":0.470633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126680267710865,"score_gpt":0.2496840545276852,"score_spread":0.2370160277565987,"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."}}