{"id":"W3038420803","doi":"10.1148/radiol.2020200751","title":"Pediatric Hepatoblastoma, Hepatocellular Carcinoma, and Other Hepatic Neoplasms: Consensus Imaging Recommendations from American College of Radiology Pediatric Liver Reporting and Data System (LI-RADS) Working Group","year":2020,"lang":"en","type":"article","venue":"Radiology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Hepatoblastoma; Hepatocellular carcinoma; Radiology; MEDLINE; Terminology; Medical physics; 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":[0.03103723,0.001187949,0.001769622,0.00877915,0.001428384,0.002719383,0.004021343,0.004087309,0.004848878],"category_scores_gemma":[0.08362494,0.001119487,0.002732188,0.004262106,0.001629286,0.003427274,0.002860239,0.009215376,0.004107198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00369892,"about_ca_system_score_gemma":0.02108991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01381628,"about_ca_topic_score_gemma":0.0206964,"domain_scores_codex":[0.97478,0.007944427,0.008792765,0.001071981,0.00662479,0.0007859892],"domain_scores_gemma":[0.9062366,0.0203666,0.01200772,0.002166752,0.05539508,0.003827265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001433345,0.0001597773,0.006421762,0.005654805,0.0001744109,0.001081903,0.0007486861,0.001058946,0.001413943,0.006701317,0.6226124,0.3538287],"study_design_scores_gemma":[0.000224186,0.0001320464,0.0122352,0.02507246,0.0004195229,0.003805537,0.0009991305,0.001030523,0.001633891,0.009281375,0.944999,0.0001670439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0088521,0.2544639,0.09342047,0.4748615,0.03233873,0.009131972,0.01190758,0.002309045,0.1127147],"genre_scores_gemma":[0.04520629,0.3306884,0.4555776,0.07595763,0.01229348,0.01061364,0.03922959,0.0009333203,0.02950009],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03103723,"threshold_uncertainty_score":0.1641425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06091821835093281,"score_gpt":0.3108255809282509,"score_spread":0.2499073625773181,"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."}}