{"id":"W2156946556","doi":"10.1053/sonc.2002.31672","title":"Radioembolization for hepatic metastases","year":2002,"lang":"en","type":"article","venue":"Seminars in Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Radiology; Nuclear 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":[0.0001776232,0.00009592224,0.0003045353,0.0001430123,0.0000324127,0.00000397417,0.00003901586,0.0001097781,0.0004435677],"category_scores_gemma":[0.000162079,0.00008572464,0.00007911969,0.0001744086,0.00004079939,0.00003425308,0.00001086931,0.00006515459,0.00004590751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177754,"about_ca_system_score_gemma":0.00003190059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001296491,"about_ca_topic_score_gemma":0.00002036497,"domain_scores_codex":[0.9992847,0.000062948,0.000199192,0.0001747517,0.00007163299,0.0002067476],"domain_scores_gemma":[0.9994837,0.0002392567,0.00004563659,0.0001310692,0.00003518309,0.00006517489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001832022,0.0009816606,0.7071158,0.0001168914,0.00008711258,0.0004403109,0.001089817,0.000002656571,0.001341542,0.0005274883,0.01875741,0.2693561],"study_design_scores_gemma":[0.01542033,0.01005118,0.01286146,0.000361673,0.001172797,0.0006874864,0.000527361,0.08482955,0.02561505,0.001554144,0.8463569,0.0005620591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801411,0.006305007,0.0005013476,0.002086984,0.0002109852,0.001090729,0.00001319195,0.00004852219,0.009602114],"genre_scores_gemma":[0.98927,0.0009082886,0.007550275,0.0004395611,0.00008894371,0.0002506568,0.0000865734,0.00001660172,0.001389119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8275995,"threshold_uncertainty_score":0.4856755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08558073659995405,"score_gpt":0.3146175871290862,"score_spread":0.2290368505291322,"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."}}