{"id":"W3118011974","doi":"","title":"Efficacy of Contrast-Enhanced Ultrasound in Guiding Radiofrequency Ablation of Hepatocellular Carcinoma","year":2017,"lang":"en","type":"article","venue":"URSCA Proceedings","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Radiology; Radiofrequency ablation; Contrast-enhanced ultrasound; Hepatocellular carcinoma; Magnetic resonance imaging; Retrospective cohort study; Percutaneous; Ablation; Ultrasound; Lesion; Surgery; 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":[0.002759826,0.0001832949,0.0003389237,0.00116963,0.0001248781,0.0004658377,0.0002971386,0.0002804138,0.0002810074],"category_scores_gemma":[0.01255241,0.0001108858,0.000278422,0.0004919051,0.0003391734,0.0003567781,0.0002154945,0.0001425223,0.0001621971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633508,"about_ca_system_score_gemma":0.0002364005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005923737,"about_ca_topic_score_gemma":0.0005563404,"domain_scores_codex":[0.9981894,0.0007705133,0.0003738104,0.0001791124,0.000375263,0.0001118821],"domain_scores_gemma":[0.9915167,0.003722697,0.002933319,0.00045342,0.001097491,0.0002763534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007758579,0.00005209778,0.9765449,0.0001161363,0.00006303777,0.0005390719,0.00007245597,0.0002440425,0.00150098,0.00003180576,0.00004383313,0.02001579],"study_design_scores_gemma":[0.00004573614,0.002882121,0.9784805,0.0001033766,0.0003330405,0.009947254,0.000234716,0.001189007,0.004864724,0.00003189434,0.001867938,0.00001971589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911867,0.0070944,0.0006298977,0.00002940624,0.00001338903,0.00003922805,0.00009024958,0.00001119552,0.0009055802],"genre_scores_gemma":[0.9987352,0.0005993868,0.0004979089,0.00001655602,0.00002391637,0.000007980121,0.00007637918,0.00000292169,0.00003963297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002759826,"threshold_uncertainty_score":0.01459557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06025277021868841,"score_gpt":0.268129299360762,"score_spread":0.2078765291420736,"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."}}