{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137852,0.0004679516,0.0002754545,0.001439989,0.00009075556,0.0006228241,0.0001989916,0.0003876004,0.002343748],"category_scores_gemma":[0.005491607,0.0002065227,0.0002225477,0.0007325347,0.0007020981,0.0005393832,0.0003297183,0.0004193816,0.0004689077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261961,"about_ca_system_score_gemma":0.0002231269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003312224,"about_ca_topic_score_gemma":0.0002892317,"domain_scores_codex":[0.9993679,0.0002471615,0.00006793862,0.0001040678,0.0001604185,0.00005246767],"domain_scores_gemma":[0.9961433,0.001665719,0.001520338,0.0001320521,0.0003044415,0.0002342112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001376979,0.0001481732,0.892443,0.0003724457,0.0001783888,0.002151134,0.0001635043,0.0007953809,0.03383959,0.001090457,0.0004961904,0.06694477],"study_design_scores_gemma":[0.00005860535,0.001001309,0.9450253,0.0001792318,0.0001696045,0.02491421,0.0001918516,0.004513427,0.01842727,0.001929301,0.003558218,0.00003166295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528999,0.02505782,0.01210616,0.0004985186,0.0001080014,0.00007804267,0.0002186662,0.00009845892,0.008934446],"genre_scores_gemma":[0.9934099,0.002099393,0.003184497,0.00009040682,0.00009467184,0.00001958174,0.0001357629,0.000008178523,0.0009575583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002343748,"threshold_uncertainty_score":0.007840633,"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."}}