{"id":"W4225121049","doi":"10.1148/rg.210149","title":"Hepatocellular Carcinoma in Evolution: Correlation with CEUS LI-RADS","year":2022,"lang":"en","type":"article","venue":"Radiographics","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Vascularity; Malignancy; Cirrhosis; Liver disease; Nodule (geology); Radiology; Biopsy; Washout; Chronic liver disease; 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":[0.0008460613,0.0003223203,0.0003110194,0.001668254,0.0002684859,0.0006403035,0.0003407524,0.0004172523,0.001937421],"category_scores_gemma":[0.005603786,0.0001548336,0.0003114235,0.001362172,0.0003842803,0.000655155,0.0005713312,0.0007660592,0.0006090057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389327,"about_ca_system_score_gemma":0.0002726094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519762,"about_ca_topic_score_gemma":0.001062536,"domain_scores_codex":[0.9994951,0.0001294531,0.00007361525,0.00007761421,0.0001426953,0.00008135947],"domain_scores_gemma":[0.9980165,0.0004443946,0.0006002357,0.0001540992,0.0005354602,0.0002493315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002670898,0.00003052759,0.9875937,0.00005213502,0.00004202483,0.001838635,0.00006078599,0.000266234,0.001147922,0.0001407785,0.000306399,0.008253782],"study_design_scores_gemma":[0.000009242929,0.0001387288,0.9700028,0.00005209926,0.00007656532,0.02267499,0.0002851037,0.002145892,0.001168642,0.0004447991,0.002980102,0.00002090815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693022,0.008993506,0.003069824,0.0004983156,0.00007168558,0.00008210567,0.0005964602,0.0001439473,0.01724195],"genre_scores_gemma":[0.9973274,0.0008567856,0.0008451784,0.0000620296,0.00005090984,0.00001156203,0.0003451064,0.000009998904,0.0004908703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001937421,"threshold_uncertainty_score":0.00648129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705786265119966,"score_gpt":0.21216325204188,"score_spread":0.1851053893906803,"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."}}