{"id":"W1979066794","doi":"10.1016/j.jvir.2009.11.025","title":"Percutaneous Ablation of Hepatocellular Carcinoma: Current Status","year":2010,"lang":"en","type":"review","venue":"Journal of Vascular and Interventional Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Cryoablation; Microwave ablation; Percutaneous; Radiofrequency ablation; Ablation; Hepatocellular carcinoma; Percutaneous ethanol injection; Radiology; Cryosurgery; Surgery; 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":[0.0006513822,0.000342093,0.002306554,0.0005361285,0.00004206754,0.00001290291,0.0001266927,0.000427593,0.0002624913],"category_scores_gemma":[0.0001570492,0.0002433064,0.002911272,0.0001380182,0.0001601079,0.00006950159,0.0000491012,0.0008948384,0.000007158399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136128,"about_ca_system_score_gemma":0.0004501189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001428637,"about_ca_topic_score_gemma":0.000001414156,"domain_scores_codex":[0.99734,0.0003346705,0.00148194,0.0002452693,0.0003474339,0.0002506479],"domain_scores_gemma":[0.997896,0.000158338,0.001139778,0.0002272199,0.0003363138,0.000242346],"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":[0.000109478,0.0006821897,0.05840453,0.01551298,0.002274462,0.0008222829,0.00008231914,1.713789e-7,0.00004368502,0.0003740147,0.0002895739,0.9214043],"study_design_scores_gemma":[0.001002414,0.001990336,0.001453183,0.006502298,0.006490537,0.0220596,0.00001007883,0.0001054563,0.00001124674,0.0001264377,0.9600393,0.0002090995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04121169,0.9574046,0.0002304262,0.00001806706,0.0005902941,0.0004348899,0.00004155541,0.000004869607,0.00006359583],"genre_scores_gemma":[0.05751055,0.9412776,0.0004903673,0.000004779801,0.0004170068,0.000007452104,0.000220959,0.00003428701,0.00003694631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9597498,"threshold_uncertainty_score":0.9921747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07276621025993124,"score_gpt":0.3224484361370868,"score_spread":0.2496822258771556,"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."}}