{"id":"W2105158042","doi":"10.1053/ctrv.2002.9258","title":"Interventional radiology in the treatment of hepatic metastases","year":2002,"lang":"en","type":"review","venue":"Cancer Treatment Reviews","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Radiology; Interventional radiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002612134,0.0008306149,0.005081688,0.0003061538,0.00004674613,0.00001445291,0.0001877646,0.0002134298,0.001402062],"category_scores_gemma":[0.00001830273,0.0003758619,0.003240349,0.0005248812,0.0001092289,0.00003591966,0.00001196521,0.0001185612,0.0001765655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366159,"about_ca_system_score_gemma":0.0002326884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00030687,"about_ca_topic_score_gemma":0.0001286955,"domain_scores_codex":[0.9962165,0.001112449,0.001524369,0.0005766075,0.0002019445,0.0003680815],"domain_scores_gemma":[0.9980136,0.0003166172,0.0006992235,0.0008334441,0.00003156845,0.0001055308],"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":[0.00001697379,0.003135871,0.004317835,0.009029265,0.001355686,0.0002494446,0.0002357452,3.403056e-8,8.862748e-8,0.00003229561,0.0006435427,0.9809832],"study_design_scores_gemma":[0.001538284,0.003876167,0.00003906047,0.01268784,0.01467064,0.0002009508,0.000007625315,0.000005314355,0.000004324627,0.000005408613,0.9667423,0.0002220719],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002314625,0.9918779,0.000002224057,0.00009175058,0.000171943,0.006803041,0.0002386844,0.00001566938,0.0005673213],"genre_scores_gemma":[0.0001244417,0.9863272,0.0001610352,0.00003467038,0.0002396396,0.01082503,0.001064476,0.00004842687,0.001175083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9807612,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3329101993664592,"score_gpt":0.4076182247607091,"score_spread":0.07470802539424992,"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."}}