{"id":"W7118017701","doi":"10.1007/978-3-032-07072-2_9","title":"Liver Transplantation for Malignancies","year":2025,"lang":"en","type":"book-chapter","venue":"Liver Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Liver transplantation; Hepatocellular carcinoma; Milan criteria; Orthotopic liver transplantation; Transplantation; MEDLINE","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":[0.0002655881,0.0006529298,0.0004631465,0.001122923,0.000766365,0.001378878,0.0004858213,0.0009961041,0.0715976],"category_scores_gemma":[0.0005551478,0.0002144401,0.0003428171,0.0008210247,0.0005299513,0.001301641,0.001218224,0.002129459,0.03197537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005499094,"about_ca_system_score_gemma":0.0006780619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009229079,"about_ca_topic_score_gemma":0.004780022,"domain_scores_codex":[0.9998993,0.00002331308,0.000003849779,0.00001219299,0.0000496228,0.0000118422],"domain_scores_gemma":[0.9998869,0.00005386936,0.000007248185,0.00001136597,0.00001969036,0.0000209199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001233956,0.00005235389,0.0001172492,0.0002255116,0.000005428993,0.0002061524,0.0001989645,0.0002253151,0.0003342806,0.03734201,0.6797938,0.2814865],"study_design_scores_gemma":[0.000002003028,0.000009923904,0.0001798531,0.0001713524,0.000002011144,0.0005024113,0.00002924759,0.0000481854,0.00005029073,0.006760417,0.9922416,0.000002656558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005687662,0.07871218,0.00247903,0.004481112,0.00592146,0.000042189,0.0001005629,0.000163001,0.9075317],"genre_scores_gemma":[0.002459452,0.03401553,0.001742122,0.004003895,0.00246247,0.00003425591,0.0001086918,0.00008462472,0.9550889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0715976,"threshold_uncertainty_score":0.2395179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526374772995669,"score_gpt":0.2398557213437376,"score_spread":0.1945919736137809,"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."}}