{"id":"W2982012795","doi":"10.1007/s11901-019-00492-y","title":"Downstaging and Expanded Criteria Hepatocellular Carcinoma Liver Transplantation","year":2019,"lang":"en","type":"article","venue":"Current Hepatology Reports","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto; University Health Network","funders":"","keywords":"Hepatocellular carcinoma; Liver transplantation; Medicine; Transplantation; Carcinoma; Milan criteria; General 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002903122,0.0001239873,0.0002635316,0.0004083632,0.0001615228,0.0003851011,0.0001122266,0.0001974206,0.001745468],"category_scores_gemma":[0.0008504522,0.00003874101,0.0002201093,0.0005713443,0.0002126289,0.000401796,0.0002151411,0.0003892504,0.0001594719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004321618,"about_ca_system_score_gemma":0.0003617926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286199,"about_ca_topic_score_gemma":0.001983051,"domain_scores_codex":[0.9998662,0.00002864724,0.00001445568,0.00001433591,0.00003550095,0.00004086399],"domain_scores_gemma":[0.999498,0.000125099,0.0001589403,0.00003508882,0.00004500581,0.0001377798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002418789,0.0000995965,0.9067848,0.00008373216,0.0001033077,0.003193412,0.00007705283,0.0004855226,0.003607056,0.0008674643,0.00172864,0.08055066],"study_design_scores_gemma":[0.00004583063,0.0003592528,0.98831,0.00002835727,0.0000910689,0.004591844,0.0001187061,0.0007195025,0.001100831,0.001005913,0.003617232,0.0000114842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9816436,0.006754057,0.0004186865,0.001207866,0.0001358443,0.00001020451,0.0001858396,0.00001974062,0.009624126],"genre_scores_gemma":[0.9977187,0.0009310248,0.0001093877,0.0001160223,0.0001733328,0.000002707958,0.0003519473,0.000002991376,0.0005939464],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001745468,"threshold_uncertainty_score":0.005839169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04597759104050279,"score_gpt":0.2759070584492647,"score_spread":0.2299294674087619,"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."}}