{"id":"W2082466657","doi":"10.1097/01.rvi.0000236744.34720.73","title":"Radioembolization with Yttrium-90 Microspheres: A State-of-the-Art Brachytherapy Treatment for Primary and Secondary Liver Malignancies","year":2006,"lang":"en","type":"review","venue":"Journal of Vascular and Interventional Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nordion (Canada)","funders":"","keywords":"Medicine; Brachytherapy; Microsphere; Yttrium; Radiology; Nuclear medicine; Medical physics; Radiation therapy","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":[0.0002974435,0.000289556,0.001597364,0.0001486633,0.00006207902,0.00001747295,0.000073089,0.0001601975,0.00004176883],"category_scores_gemma":[0.00001653717,0.0001566478,0.001408339,0.00009174538,0.0001779018,0.00007316884,0.00001886667,0.0001619292,5.609226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461268,"about_ca_system_score_gemma":0.0003870335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001174961,"about_ca_topic_score_gemma":0.0000120333,"domain_scores_codex":[0.9984906,0.000211142,0.0007809859,0.0002040351,0.0001555584,0.0001576509],"domain_scores_gemma":[0.9987064,0.0001487132,0.0007495689,0.0001374472,0.0001828382,0.0000750437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005868014,0.0007357235,0.01154048,0.01609259,0.007433003,0.000140852,0.0001064705,0.000001384904,0.00003819668,0.0001454519,0.002240995,0.960938],"study_design_scores_gemma":[0.004843246,0.006395669,0.005754443,0.007542552,0.005225896,0.006741274,0.000006685889,0.0000166006,0.00005898066,0.00009256337,0.9631295,0.0001925504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01481697,0.9823589,0.001601818,0.00004380459,0.0001056876,0.0009405475,0.00008955145,0.000003363305,0.00003932445],"genre_scores_gemma":[0.00118526,0.9961278,0.001507145,0.00003744722,0.0001624957,0.00005498562,0.0002185925,0.0000343822,0.000671929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9608886,"threshold_uncertainty_score":0.6387913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04397024622413789,"score_gpt":0.2831089792798213,"score_spread":0.2391387330556834,"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."}}