{"id":"W3045236009","doi":"10.1016/j.ultrasmedbio.2020.04.030","title":"Guidelines and Good Clinical Practice Recommendations for Contrast-Enhanced Ultrasound (CEUS) in the Liver–Update 2020 WFUMB in Cooperation with EFSUMB, AFSUMB, AIUM, and FLAUS","year":2020,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":490,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Contrast-enhanced ultrasound; Contrast (vision); Guideline; Medicine; Medical physics; Ultrasound; Food and drug administration; Protocol (science); Computer science; Radiology; Pathology; Risk analysis (engineering); Alternative 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":[0.01091521,0.001127566,0.002156859,0.005721429,0.0007891802,0.003502736,0.003728671,0.005851289,0.009730051],"category_scores_gemma":[0.03843135,0.0007092955,0.002551096,0.004375412,0.0009018965,0.002216137,0.001877685,0.005291956,0.008442501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004086063,"about_ca_system_score_gemma":0.01227188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02075324,"about_ca_topic_score_gemma":0.0269414,"domain_scores_codex":[0.9923823,0.002951703,0.001999662,0.0002992665,0.001965967,0.0004010483],"domain_scores_gemma":[0.9715056,0.008059994,0.004324742,0.0005146323,0.01414032,0.001454574],"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":[0.0002234444,0.0001663552,0.001190618,0.004479676,0.0001608738,0.0002031235,0.0001426965,0.0008323546,0.0003509593,0.003402463,0.6142467,0.3746007],"study_design_scores_gemma":[0.0003568808,0.0001355087,0.005090978,0.02380476,0.0004068196,0.0004842131,0.0002068714,0.0006696635,0.0003435796,0.00384717,0.9645718,0.00008175142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.00340947,0.5876167,0.01688994,0.289176,0.019002,0.001773331,0.01245813,0.001928361,0.06774618],"genre_scores_gemma":[0.02811333,0.6441501,0.147175,0.09260834,0.01044269,0.005408537,0.04165411,0.0007067027,0.02974114],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02075324,"threshold_uncertainty_score":0.05772579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419958069068641,"score_gpt":0.3865278569233653,"score_spread":0.2445320500165013,"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."}}