{"id":"W2510965627","doi":"10.1148/radiol.2016160308","title":"Detection of Steatohepatitis in a Rat Model by Using Spectroscopic Shear-Wave US Elastography","year":2016,"lang":"en","type":"article","venue":"Radiology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Steatohepatitis; Medicine; Steatosis; Fibrosis; Elastography; Internal medicine; Cirrhosis; Gastroenterology; Pathology; Fatty liver; Ultrasound; 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":[],"consensus_categories":[],"category_scores_codex":[0.00003941459,0.00008791024,0.0002584202,0.0001264028,0.00001520106,0.000001263045,0.00002002096,0.00007115853,0.00004624789],"category_scores_gemma":[0.000013811,0.0000597568,0.00007499842,0.00009460568,0.00006637433,0.00003431,0.00001007964,0.00004073829,0.000004452785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356605,"about_ca_system_score_gemma":0.00005035683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000195535,"about_ca_topic_score_gemma":0.00004141981,"domain_scores_codex":[0.9993837,0.00004557369,0.0001626375,0.0001800448,0.00006182904,0.0001661991],"domain_scores_gemma":[0.9996805,0.00004613601,0.00004874131,0.0001389802,0.00002204629,0.0000636637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001515423,0.0002755044,0.6476688,0.00002561038,0.00009203343,0.00004043555,0.00005675778,0.00002811203,0.3478963,0.0001293422,0.0001072809,0.003528194],"study_design_scores_gemma":[0.01217532,0.002731336,0.5150326,0.0004556027,0.0005493781,0.0002220141,0.00004162779,0.01096505,0.4562041,0.0009202058,0.0003625499,0.0003401682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966628,0.0008449359,0.001901664,0.0001047291,0.00008003462,0.0002172738,0.00001908845,0.0000129035,0.0001565472],"genre_scores_gemma":[0.9990615,0.0004060358,0.000351304,0.00008039318,0.00002770213,0.00002488464,0.000005639753,0.000009495358,0.00003299942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1326362,"threshold_uncertainty_score":0.2436812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159890476579899,"score_gpt":0.2500291534885828,"score_spread":0.2340401058305929,"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."}}