{"id":"W2122946345","doi":"10.1007/s00330-010-1757-z","title":"Real-time contrast-enhanced ultrasound-guided biopsy of focal hepatic lesions not localised on B-mode ultrasound","year":2010,"lang":"en","type":"article","venue":"European Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Ultrasound; Neuroradiology; Contrast-enhanced ultrasound; Interventional radiology; Radiology; Contrast (vision); Biopsy; Neurology; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005292819,0.0003575349,0.000774675,0.0001863816,0.0001159548,0.00001448617,0.0002283854,0.000184826,0.000782775],"category_scores_gemma":[0.0007850828,0.0002895475,0.000283449,0.0002057431,0.0004605966,0.0000446886,0.00002924742,0.0004478834,0.000806586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005112649,"about_ca_system_score_gemma":0.0001051969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001369763,"about_ca_topic_score_gemma":0.00001374467,"domain_scores_codex":[0.997474,0.0005982904,0.0006428513,0.0005484354,0.0002289398,0.0005075331],"domain_scores_gemma":[0.9974852,0.00110482,0.0002163055,0.0007412452,0.0001351777,0.000317299],"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":[0.000454201,0.0003505402,0.0576485,0.00003281482,0.0001859561,0.0003497017,0.0003231029,0.000003134834,0.9372438,0.000527445,0.002099552,0.0007812551],"study_design_scores_gemma":[0.009612751,0.003673629,0.3237235,0.0001745469,0.000802609,0.003934735,0.00007814237,0.001024148,0.6543722,0.0001401213,0.001679942,0.0007837429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647025,0.00003190301,0.0003304757,0.000290974,0.0003489818,0.0006501318,0.00006701658,0.0001653291,0.03341265],"genre_scores_gemma":[0.9959589,0.000108645,0.001727056,0.0003598075,0.0003697618,0.00002150098,0.0003019082,0.00008859073,0.001063783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2828716,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391200206633962,"score_gpt":0.2704078821517928,"score_spread":0.2364958800854532,"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."}}