{"id":"W2766575991","doi":"10.1148/radiol.2017170376","title":"Interreader Reliability of LI-RADS Version 2014 Algorithm and Imaging Features for Diagnosis of Hepatocellular Carcinoma: A Large International Multireader Study","year":2017,"lang":"en","type":"article","venue":"Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Hepatocellular carcinoma; Radiology; Reliability (semiconductor); Carcinoma; Algorithm; Glypican 3; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04854976,0.0009404437,0.001169069,0.003078279,0.0006929124,0.001761531,0.001143046,0.001034108,0.001073163],"category_scores_gemma":[0.08968783,0.0006573616,0.001308543,0.001504802,0.001306393,0.001951143,0.001555464,0.0008367096,0.0008061738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005641964,"about_ca_system_score_gemma":0.0005057587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008958955,"about_ca_topic_score_gemma":0.001494123,"domain_scores_codex":[0.9610813,0.01690612,0.006515988,0.008016812,0.006931839,0.0005479369],"domain_scores_gemma":[0.8892667,0.05615039,0.01650027,0.01586804,0.02086937,0.001345295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002919448,0.0002730231,0.9527151,0.0003720831,0.001923233,0.000114992,0.001903027,0.001360583,0.004811349,0.0003037082,0.001147002,0.03215649],"study_design_scores_gemma":[0.0001591285,0.001329679,0.9815206,0.00009974335,0.0008149621,0.0006966646,0.000600518,0.00792399,0.004199214,0.0004424017,0.002113623,0.00009955671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653837,0.002816286,0.02610368,0.00009680432,0.000202926,0.000556986,0.0007528499,0.0004075509,0.003679253],"genre_scores_gemma":[0.9898006,0.0001633115,0.008557489,0.00006859895,0.00007039919,0.0002286252,0.0006139276,0.0001064824,0.0003904824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04854976,"threshold_uncertainty_score":0.2567587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328325323112284,"score_gpt":0.2947013308145313,"score_spread":0.2618687985033029,"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."}}