{"id":"W2024530372","doi":"10.1159/000048544","title":"Systemic Chemotherapy with Epirubicin for Treatment of Advanced or Multifocal Hepatocellular Carcinoma","year":2001,"lang":"en","type":"article","venue":"Chemotherapy","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Epirubicin; Hepatocellular carcinoma; Chemotherapy; Medicine; Oncology; Internal medicine; Cyclophosphamide","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001003503,0.0004630848,0.0009944085,0.0001473241,0.00008375272,0.00001374387,0.0001095772,0.0001793032,0.0002546194],"category_scores_gemma":[0.000009131367,0.0002903174,0.0003424455,0.0003277691,0.0001139222,0.00007009017,0.000005020371,0.00004818741,0.00001185499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674677,"about_ca_system_score_gemma":0.0002012917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008149687,"about_ca_topic_score_gemma":0.00001166339,"domain_scores_codex":[0.9982236,0.00003431676,0.0004637828,0.0005304812,0.0002690568,0.0004787835],"domain_scores_gemma":[0.998672,0.0001240114,0.0001968378,0.0006007625,0.0001882276,0.0002181794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01469399,0.001345988,0.811865,0.0002693699,0.0005038471,0.0002527709,0.001254135,0.000002341821,0.0670462,0.0000206546,0.0001244062,0.1026213],"study_design_scores_gemma":[0.06180133,0.01837773,0.02169175,0.0004150352,0.0005261783,0.0008865521,0.0005950113,0.007316545,0.8393608,0.00002932732,0.04832577,0.000673914],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906599,0.002543831,0.001835698,0.00076877,0.00006937401,0.003609023,0.00002279841,0.0001163285,0.00037429],"genre_scores_gemma":[0.98621,0.001758554,0.006570208,0.0003217256,0.0002148718,0.0006063461,0.00009994135,0.000133682,0.004084636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7901733,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505467711780078,"score_gpt":0.2758227226304942,"score_spread":0.2207680455126935,"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."}}