{"id":"W1961416321","doi":"10.1148/radiol.2015150619","title":"Elastography Assessment of Liver Fibrosis: Society of Radiologists in Ultrasound Consensus Conference Statement","year":2015,"lang":"en","type":"article","venue":"Radiology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":618,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Statement (logic); Liver fibrosis; Consensus conference; Hepatology; Magnetic resonance elastography; Ultrasound; Medical physics; Elastography; Radiology; Fibrosis; Pathology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.07816282,0.001524042,0.003453369,0.005048577,0.00247042,0.003949835,0.006435175,0.01365644,0.002697685],"category_scores_gemma":[0.09177518,0.001481523,0.004289142,0.003556527,0.003134937,0.00276797,0.004547508,0.01620912,0.003657248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004309868,"about_ca_system_score_gemma":0.02420537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005714684,"about_ca_topic_score_gemma":0.009820856,"domain_scores_codex":[0.9585108,0.01707853,0.01050538,0.00151019,0.01099373,0.00140142],"domain_scores_gemma":[0.8397199,0.02682148,0.009817993,0.003293655,0.1118883,0.008458664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000209608,0.0003098108,0.004151769,0.003833604,0.0003264714,0.0009238977,0.0006122375,0.001012065,0.001670453,0.005224703,0.7882221,0.1935032],"study_design_scores_gemma":[0.0004097207,0.0003303303,0.01437552,0.02063985,0.0005899342,0.003384902,0.001210229,0.001665022,0.00152582,0.01595325,0.9396655,0.000249984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006250156,0.08211985,0.04537442,0.7670822,0.06354238,0.005656405,0.002772448,0.0005018969,0.02670016],"genre_scores_gemma":[0.07893101,0.1457717,0.4035688,0.2443115,0.05301049,0.01483101,0.0210398,0.0006916046,0.0378441],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07816282,"threshold_uncertainty_score":0.4133694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05121660832377096,"score_gpt":0.3297079568568258,"score_spread":0.2784913485330548,"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."}}