{"id":"W3129849042","doi":"10.1148/radiol.2021203559","title":"Diagnostic Performance of LI-RADS Version 2018 for Evaluation of Pediatric Hepatocellular Carcinoma","year":2021,"lang":"en","type":"article","venue":"Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Radiology; Medical physics; Nuclear medicine; Oncology; 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":[0.005329793,0.0005168018,0.0004514449,0.003674668,0.0002286091,0.0008704479,0.000608795,0.0004402862,0.00122574],"category_scores_gemma":[0.01274717,0.0002243928,0.0004880929,0.001360973,0.0004033652,0.0007463468,0.000601671,0.0004002448,0.0005410402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006024862,"about_ca_system_score_gemma":0.0005929956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023991,"about_ca_topic_score_gemma":0.001242779,"domain_scores_codex":[0.9965938,0.001228586,0.0008727942,0.000458891,0.0006356505,0.0002102482],"domain_scores_gemma":[0.9852467,0.003690347,0.007086259,0.0008630596,0.002614777,0.0004988581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002471466,0.00001419543,0.9908143,0.00002435748,0.00002455233,0.00009799116,0.00003696041,0.0002119512,0.0007179559,0.00004250735,0.0002520062,0.007516092],"study_design_scores_gemma":[0.00002397801,0.0004956431,0.9873067,0.00005949983,0.00009710751,0.003654033,0.000133108,0.002928216,0.003562966,0.0001077498,0.001612954,0.00001808219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918478,0.002093627,0.002362965,0.000116418,0.00002845102,0.00006905358,0.0008587152,0.00009079285,0.002532144],"genre_scores_gemma":[0.9926717,0.0003230134,0.005283208,0.00004257863,0.00002186023,0.00005895957,0.001363093,0.0000254269,0.0002100233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005329793,"threshold_uncertainty_score":0.02818698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06622759766457009,"score_gpt":0.273188922146954,"score_spread":0.2069613244823839,"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."}}