{"id":"W4388494161","doi":"10.3390/curroncol30110711","title":"Advances in Immunotherapy for Hepatocellular Carcinoma (HCC)","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunotherapy; Hepatocellular carcinoma; Tumor microenvironment; Clinical trial; Cancer; Targeted therapy; Oncology; Cancer research; Bioinformatics; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005421242,0.0004540066,0.002679304,0.0004945345,0.00005305128,0.00001095325,0.0002595549,0.0004815349,0.0001032091],"category_scores_gemma":[0.00006037386,0.000360093,0.0009714658,0.0005842933,0.000136217,0.00005309461,0.00004344861,0.0005214636,0.00007507014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009590563,"about_ca_system_score_gemma":0.001177365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001509957,"about_ca_topic_score_gemma":0.00003723381,"domain_scores_codex":[0.9975727,0.0001617275,0.001019125,0.0005705222,0.0001648025,0.0005111219],"domain_scores_gemma":[0.9985565,0.0004364699,0.0004221908,0.0004332073,0.0000696264,0.00008200552],"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":[0.0005609263,0.0002543904,0.0002973999,0.02665236,0.0001249881,0.00004559219,0.0000713513,2.644915e-8,0.000002313689,0.00004492879,0.001788328,0.9701574],"study_design_scores_gemma":[0.003343965,0.0008429397,0.00003484169,0.0109954,0.0003564972,0.00007321342,0.00002866337,0.00002012814,0.000001755799,0.00008081446,0.9838963,0.0003255517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005349507,0.992319,0.00006734536,0.0001078052,0.003524492,0.003347618,0.00008572191,0.00008461991,0.0004099398],"genre_scores_gemma":[0.000008355662,0.996154,0.00007846133,0.0000555837,0.0006495368,0.001949467,0.0005084256,0.000115776,0.0004803867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9821079,"threshold_uncertainty_score":0.9998851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276041787232559,"score_gpt":0.48157078629868,"score_spread":0.2539666075754241,"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."}}