{"id":"W2584559593","doi":"10.1097/mib.0000000000001020","title":"Ultrasound Shear Wave Elastography and Contrast Enhancement","year":2017,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Siemens; Siemens Medical Solutions USA; University of Calgary; Lantheus Medical Imaging","keywords":"Medicine; Muscle hypertrophy; Fibrosis; Ultrasound; Contrast-enhanced ultrasound; Inflammation; Inflammatory bowel disease; Crohn's disease; Gastroenterology; Internal medicine; Pathology; Radiology; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001517258,0.0003608506,0.0002015983,0.00007126871,0.0007587803,0.0002834896,0.0003766288,0.000151089,0.0001291509],"category_scores_gemma":[0.0003258831,0.0003674741,0.0002021986,0.00001884878,0.0006856376,0.00003808172,0.0002531227,0.0001035501,0.00005081715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001894544,"about_ca_system_score_gemma":0.0001425865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009500553,"about_ca_topic_score_gemma":0.00004075889,"domain_scores_codex":[0.9982115,0.00008126336,0.0003312693,0.0006202434,0.0002760784,0.0004796385],"domain_scores_gemma":[0.997894,0.00002480537,0.0002494415,0.00121682,0.0001248305,0.0004900494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009899085,0.0002192314,0.9152672,0.0001991619,0.0003273507,0.0005842274,0.00008329425,0.00001513143,0.07360418,0.0007524773,0.005879243,0.002078615],"study_design_scores_gemma":[0.001256643,0.00007223423,0.983585,0.00004658432,0.00009735332,0.0000247017,0.00006505413,0.00002286904,0.005581631,0.0002461947,0.008525352,0.0004763867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959392,0.0008996341,0.0001679833,0.00005833925,0.000322223,0.0004419527,0.0001736365,0.00004900874,0.001948002],"genre_scores_gemma":[0.9981694,0.0003504674,0.0001230388,0.0002886523,0.0004697069,0.000124679,0.00009884547,0.00004335599,0.0003318121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06831782,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007498081931262852,"score_gpt":0.2311404085955155,"score_spread":0.2236423266642526,"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."}}