{"id":"W7118024439","doi":"10.1007/978-3-032-04823-3_8","title":"Hepatocellular Carcinoma","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Metabolic syndrome; Disease; Stage (stratigraphy); Fatty liver; Steatohepatitis; Diabetes mellitus; Liver biopsy","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":[0.0001212764,0.0005190394,0.0003662788,0.0007773668,0.0005278604,0.0008292497,0.0003749207,0.0005482973,0.1230621],"category_scores_gemma":[0.000351871,0.0001930047,0.0002733357,0.0005892408,0.0002574148,0.0006911874,0.0008189697,0.0009297174,0.07223663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003353297,"about_ca_system_score_gemma":0.0003685589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435179,"about_ca_topic_score_gemma":0.004302222,"domain_scores_codex":[0.9999412,0.000009600592,0.000002715575,0.000008143606,0.0000294442,0.00000880453],"domain_scores_gemma":[0.9999354,0.00001752679,0.000003934517,0.000009310351,0.0000186455,0.00001525389],"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":[0.00002220426,0.00004455881,0.0002401238,0.0002385074,0.000005576747,0.0005323464,0.0001066305,0.000139434,0.0007855817,0.01560803,0.6577559,0.3245212],"study_design_scores_gemma":[0.000002410792,0.00001286935,0.0002806606,0.00009127371,0.000002224865,0.0009214113,0.00002155464,0.00003246928,0.0001012103,0.00141593,0.997116,0.000002097931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0007060923,0.02183659,0.001582147,0.001610504,0.002714852,0.00006085004,0.0002011312,0.0001884517,0.9710994],"genre_scores_gemma":[0.002600978,0.0127735,0.0007423591,0.000960059,0.0008041669,0.00002617328,0.0002451011,0.00003439487,0.9818132],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1230621,"threshold_uncertainty_score":0.4116837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05576950066300052,"score_gpt":0.236722047104974,"score_spread":0.1809525464419735,"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."}}