{"id":"W4413908766","doi":"10.3390/curroncol32090490","title":"Advances in Systemic Therapy for Hepatocellular Carcinoma and Future Prospects","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chugai Pharmaceutical; Eisai; AstraZeneca","keywords":"Hepatocellular carcinoma; Medicine; Systemic therapy; Cancer research; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007531788,0.0006119949,0.001042283,0.0017565,0.0002445989,0.0008388043,0.000514545,0.0007346139,0.003616003],"category_scores_gemma":[0.0008093825,0.0002073186,0.0006986561,0.001779963,0.0003958108,0.001378091,0.0004812667,0.001784216,0.00132654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000638861,"about_ca_system_score_gemma":0.001093681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006492,"about_ca_topic_score_gemma":0.002507101,"domain_scores_codex":[0.9998032,0.00004636931,0.00003427622,0.00003280659,0.00006450511,0.00001882728],"domain_scores_gemma":[0.9995616,0.0002439479,0.00005093093,0.00001130518,0.0001029054,0.00002934244],"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":[0.00007930434,0.00006642982,0.0001882933,0.01666622,0.00008642782,0.000172987,0.00005674868,0.0003605149,0.0009643715,0.00341992,0.02813874,0.9498],"study_design_scores_gemma":[0.00002301055,0.0001177073,0.0008073316,0.005395866,0.0001704308,0.001143275,0.00006055769,0.0001266492,0.0002570539,0.002597306,0.9892833,0.00001749058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007277665,0.9987714,0.00006686888,0.0003433741,0.0001609793,0.000002214588,0.000008790968,0.000004006347,0.000569505],"genre_scores_gemma":[0.0003707219,0.9989204,0.0000957957,0.0002124125,0.0001477714,0.000003107284,0.00001470359,8.767357e-7,0.0002342215],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003616003,"threshold_uncertainty_score":0.01209676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463960763766091,"score_gpt":0.4005563597661739,"score_spread":0.2541602833895648,"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."}}