{"id":"W3112052859","doi":"10.3747/co.27.7171","title":"Current Locoregional Therapies and Treatment Strategies in Hepatocellular Carcinoma","year":2020,"lang":"en","type":"review","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia; Western University","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Milan criteria; Percutaneous; Palliative Therapy; Curative treatment; Palliative treatment; Radiofrequency ablation; Overall survival; Oncology; Liver transplantation; Ablation; Internal medicine; Chemotherapy; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004346357,0.000618568,0.0009894265,0.002100842,0.0002199335,0.0007085452,0.0005861782,0.0006290691,0.003402263],"category_scores_gemma":[0.0006862221,0.0001795721,0.000559456,0.002023507,0.0003203829,0.0009547026,0.0004498949,0.0009463216,0.001066858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005058814,"about_ca_system_score_gemma":0.0009284246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366119,"about_ca_topic_score_gemma":0.002266502,"domain_scores_codex":[0.9998366,0.0000341693,0.00003752986,0.00002648671,0.0000520118,0.00001325698],"domain_scores_gemma":[0.999751,0.0001344783,0.00004914837,0.000006106224,0.00004714263,0.00001214071],"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":[0.00005256697,0.00004685048,0.0001876792,0.02913404,0.0000974736,0.000117882,0.00006757977,0.0002983008,0.0006150424,0.001799929,0.01424413,0.9533386],"study_design_scores_gemma":[0.00001924331,0.0001462557,0.001908656,0.01651075,0.0003506489,0.001928073,0.0001287152,0.0001359118,0.0003776717,0.002425896,0.9760441,0.00002415429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008081947,0.9991463,0.00005030677,0.0001465375,0.00006133925,0.000003074761,0.00001172253,0.0000037875,0.000495992],"genre_scores_gemma":[0.0003993912,0.9992188,0.0000749543,0.00007757944,0.00006029672,0.000003695641,0.00001767292,5.768167e-7,0.0001469858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003402263,"threshold_uncertainty_score":0.01138169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.33117758433213,"score_gpt":0.41087347228073,"score_spread":0.07969588794859994,"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."}}