{"id":"W4407793214","doi":"10.1016/j.annonc.2025.02.006","title":"Hepatocellular carcinoma: ESMO Clinical Practice Guideline for diagnosis, treatment and follow-up","year":2025,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"European Society for Medical Oncology; Kasturba Medical College, Manipal","keywords":"Medicine; Hepatocellular carcinoma; Guideline; Clinical Practice; Carcinoma; Oncology; Internal medicine; Pathology; Family 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":[0.005362127,0.001440275,0.002241653,0.005190688,0.001205814,0.001761736,0.00227148,0.005046305,0.004311252],"category_scores_gemma":[0.02363941,0.0008263966,0.003077164,0.003507283,0.0006682586,0.001537756,0.002543584,0.004968484,0.005029158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003685632,"about_ca_system_score_gemma":0.009153893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0243375,"about_ca_topic_score_gemma":0.05076966,"domain_scores_codex":[0.9952165,0.001481948,0.001643374,0.0001942399,0.001091337,0.0003725514],"domain_scores_gemma":[0.9857528,0.00284046,0.002541523,0.0003243884,0.007471341,0.001069568],"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":[0.000135575,0.0001946655,0.01460003,0.002047288,0.0002581894,0.0007433058,0.0002317429,0.002082195,0.0005395765,0.001980374,0.791093,0.186094],"study_design_scores_gemma":[0.0004323067,0.0002380045,0.06525726,0.02557622,0.0009151156,0.005690368,0.0006937098,0.00359631,0.0009584212,0.00871243,0.8877447,0.0001852609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01361855,0.2301294,0.05415135,0.4670378,0.01587213,0.006054284,0.02944,0.002564932,0.1811315],"genre_scores_gemma":[0.0980903,0.2688715,0.3223974,0.1349669,0.01462787,0.0161636,0.08399837,0.001035695,0.05984833],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0243375,"threshold_uncertainty_score":0.0483917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2232438588781759,"score_gpt":0.4491684928225428,"score_spread":0.2259246339443669,"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."}}