{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2439573,0.0005439516,0.001299395,0.003114068,0.001404226,0.001691946,0.001703853,0.001765604,0.001376469],"category_scores_gemma":[0.3362079,0.0006218905,0.001595987,0.001467012,0.002000887,0.001408435,0.004050662,0.001187809,0.0006348584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857855,"about_ca_system_score_gemma":0.003544984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106642,"about_ca_topic_score_gemma":0.001271249,"domain_scores_codex":[0.7180199,0.1979965,0.03474588,0.01031587,0.03608171,0.002840166],"domain_scores_gemma":[0.4670194,0.2895042,0.02508135,0.02852212,0.1864331,0.003439856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006553855,0.0008917012,0.3267975,0.007709899,0.002101773,0.0009938618,0.1519419,0.006006847,0.03443078,0.004817988,0.01209249,0.4456613],"study_design_scores_gemma":[0.001538021,0.00856935,0.741152,0.01057013,0.002620367,0.004758028,0.0594633,0.06152336,0.04944943,0.01386249,0.04533488,0.001158581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8797881,0.003033756,0.09211558,0.001832083,0.0006344109,0.005935228,0.0004951982,0.000243968,0.01592167],"genre_scores_gemma":[0.9632487,0.0003895424,0.0325322,0.0002951228,0.00008788001,0.00247248,0.0002787666,0.00006841237,0.0006269672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2439573,"threshold_uncertainty_score":0.9323353,"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."}}