{"id":"W2799597575","doi":"10.1148/radiol.2018170962","title":"<sup>90</sup>Y Radioembolization for Hepatic Malignancy in Patients with Previous Biliary Intervention: Multicenter Analysis of Hepatobiliary Infections","year":2018,"lang":"en","type":"article","venue":"Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Malignancy; Liver abscess; Percutaneous; Abscess; Retrospective cohort study; Biliary tract; Surgery; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002208575,0.0001841457,0.0006686182,0.0006650478,0.00005369039,0.000005543282,0.00006817305,0.0001441777,0.0002124469],"category_scores_gemma":[0.0001094933,0.0001452482,0.0002875551,0.0008689094,0.0001550294,0.00008774291,0.0000217734,0.00007804671,0.000008679969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116998,"about_ca_system_score_gemma":0.00004528342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001353174,"about_ca_topic_score_gemma":0.0001716746,"domain_scores_codex":[0.9985617,0.0001903662,0.0005250169,0.0003532032,0.0001131306,0.0002565535],"domain_scores_gemma":[0.9990123,0.0001395167,0.0001701495,0.0003356076,0.00026394,0.00007849952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005949977,0.001216104,0.993707,0.0001438301,0.001387928,0.000006988998,0.0004984523,0.00004573089,0.00002400209,0.00004782922,0.00008196261,0.002245178],"study_design_scores_gemma":[0.005982464,0.003666977,0.9331079,0.0001506002,0.003103129,0.000007343634,0.00003302256,0.05321104,0.0003345766,0.0000278921,0.0002293811,0.0001456328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946096,0.0002984542,0.003196948,0.00006649827,0.00007999632,0.00156175,0.00004722552,0.00003381048,0.0001057137],"genre_scores_gemma":[0.9976488,0.00004353363,0.0009736851,0.00008334576,0.00007280635,0.0002514285,0.0008360153,0.00002355257,0.00006680973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06059906,"threshold_uncertainty_score":0.5923048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842381417029277,"score_gpt":0.2555740353791299,"score_spread":0.2371502212088372,"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."}}