{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002354798,0.000164265,0.0003702863,0.0005802366,0.0002602425,0.0002260034,0.0001867393,0.0002740264,0.003915964],"category_scores_gemma":[0.0008142053,0.00006818369,0.0002179698,0.0005235416,0.0002789954,0.0003428221,0.0002024361,0.0003202039,0.0009131596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004043096,"about_ca_system_score_gemma":0.0003274375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006711519,"about_ca_topic_score_gemma":0.0009586306,"domain_scores_codex":[0.9999387,0.00001565465,0.000004600783,0.000005573339,0.00001351371,0.00002187125],"domain_scores_gemma":[0.9998839,0.00005073126,0.00001735702,0.00001495162,0.000007294416,0.00002571528],"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":[0.01004896,0.0004466063,0.0815016,0.0007707456,0.0002141829,0.01483212,0.0002962918,0.001332033,0.02791846,0.002147984,0.01204581,0.8484452],"study_design_scores_gemma":[0.001918658,0.01076101,0.659446,0.0003189448,0.0007779829,0.1564239,0.0004024162,0.00260057,0.04972656,0.008206138,0.109329,0.00008886297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8443268,0.09209552,0.005993497,0.008121309,0.0008009869,0.0001016824,0.0003000077,0.0002637289,0.04799641],"genre_scores_gemma":[0.9723969,0.0183454,0.001053168,0.0004450422,0.0008324694,0.00003219512,0.0001795881,0.00003571759,0.006679642],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003915964,"threshold_uncertainty_score":0.01310021,"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."}}