{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009694919,0.001196685,0.0008408618,0.001351223,0.0002588933,0.0004147967,0.0002846178,0.0004724748,0.001211906],"category_scores_gemma":[0.0004250744,0.000359674,0.0005087042,0.0004448292,0.0004968643,0.0006337394,0.0003347739,0.0009090508,0.0004253253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379743,"about_ca_system_score_gemma":0.0004345934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006650453,"about_ca_topic_score_gemma":0.001205156,"domain_scores_codex":[0.9994944,0.00009976591,0.00004649782,0.0001255803,0.000144282,0.000089466],"domain_scores_gemma":[0.9991961,0.00007071939,0.0003079742,0.0001086841,0.00009326738,0.0002232093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01105286,0.003657156,0.01566651,0.0001812114,0.00009372699,0.000146818,0.00007101247,0.0003504144,0.9575388,0.0001353604,0.0001474707,0.01095864],"study_design_scores_gemma":[0.0008399899,0.1150619,0.1232792,0.0000773791,0.0006886641,0.001583397,0.0004049708,0.008839541,0.7462854,0.000327153,0.002507004,0.0001052967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945492,0.00123588,0.003291874,0.00006734682,0.00004397156,0.0001068414,0.0001600202,0.00009891545,0.000445946],"genre_scores_gemma":[0.9885089,0.001613074,0.006977313,0.0001177058,0.00004298571,0.0002892516,0.0003934927,0.00002241592,0.002034818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001351223,"threshold_uncertainty_score":0.005127192,"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."}}