{"id":"W2048727592","doi":"10.1007/s11894-010-0163-7","title":"Modern Approach to Hepatocellular Carcinoma","year":2010,"lang":"en","type":"review","venue":"Current Gastroenterology Reports","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Radiofrequency ablation; Disease; Oncology; Resection; Internal medicine; Radiology; Ablation; Surgery","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":[0.0004165515,0.0008670597,0.00146894,0.003878337,0.0002323029,0.0007019469,0.0005943162,0.0006841798,0.003524852],"category_scores_gemma":[0.0008502371,0.0002624329,0.0004964771,0.002959181,0.0005131378,0.001685615,0.0007705483,0.001285756,0.001885458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004999769,"about_ca_system_score_gemma":0.0009228328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000775911,"about_ca_topic_score_gemma":0.001569098,"domain_scores_codex":[0.9998374,0.00003045367,0.0000387283,0.00002835691,0.00005113091,0.00001386461],"domain_scores_gemma":[0.999665,0.0001328596,0.00008263418,0.00001575428,0.00007162961,0.00003211477],"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":[0.00006173288,0.00004401785,0.0004196279,0.0143078,0.00009789808,0.0004513531,0.00004062903,0.0002066376,0.0009393233,0.001094022,0.03149231,0.9508447],"study_design_scores_gemma":[0.00004525117,0.0001598696,0.003040152,0.006608512,0.0004839587,0.005767239,0.00009329513,0.0001671469,0.0006299256,0.001780756,0.9811902,0.00003354818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001299732,0.9981239,0.00016322,0.0003375841,0.0003492152,0.000004604629,0.00001261788,0.000009236996,0.0008695626],"genre_scores_gemma":[0.0009087139,0.9975595,0.0001713284,0.0002754024,0.0005895417,0.000005468434,0.00002716103,0.000001149903,0.0004616109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003878337,"threshold_uncertainty_score":0.01179177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121010728349444,"score_gpt":0.3150049937697643,"score_spread":0.2029039209348199,"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."}}