{"id":"W2157921636","doi":"10.1148/radiol.2443061520","title":"Enhancement Patterns of Hepatocellular Carcinoma at Contrast-enhanced US: Comparison with Histologic Differentiation","year":2007,"lang":"en","type":"article","venue":"Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":308,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; HCCS; Washout; Hypervascularity; Hepatocellular carcinoma; Carcinoma; Radiology; Pathology; Nuclear medicine; 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":[0.0006127803,0.0002293475,0.0001921467,0.001064922,0.0001251447,0.0003301531,0.000179079,0.0002880407,0.00139046],"category_scores_gemma":[0.003555677,0.0001650598,0.0001612682,0.0004413453,0.0003713532,0.0004985534,0.0003122158,0.0001395812,0.0004351514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539034,"about_ca_system_score_gemma":0.0001217307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003425781,"about_ca_topic_score_gemma":0.0003607429,"domain_scores_codex":[0.9996947,0.0000765837,0.00005475012,0.00004670658,0.00007226237,0.00005511946],"domain_scores_gemma":[0.9981536,0.0005289384,0.0007393204,0.0001069382,0.0002204563,0.0002506946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003240795,0.00001554492,0.9957629,0.000009719814,0.0000148995,0.000477475,0.00003820406,0.00003814504,0.001459875,0.000009464874,0.0000149821,0.001834636],"study_design_scores_gemma":[0.00001880094,0.0003740928,0.9908863,0.000006996408,0.00002866175,0.00712653,0.0001555532,0.0002099631,0.001013973,0.0000197119,0.0001543711,0.000004957914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994774,0.0001450643,0.00009674118,0.00000516518,0.000001356233,0.000005652071,0.00002669502,0.000002233912,0.000239763],"genre_scores_gemma":[0.9997619,0.00004016297,0.00008173992,0.000004051213,0.000003510007,0.000003199521,0.00005346003,0.000001143372,0.00005102077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00139046,"threshold_uncertainty_score":0.004651546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672587695550381,"score_gpt":0.2508115967338693,"score_spread":0.2140857197783655,"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."}}