{"id":"W4417050800","doi":"10.3390/curroncol32120673","title":"Important Role of Bacterial Metabolites in Development and Adjuvant Therapy for Hepatocellular Carcinoma","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatocellular carcinoma; Immunotherapy; Epigenetics; Tumor microenvironment; Immune system; Adjuvant; Probiotic; Gut flora; Function (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256508,0.0002503882,0.0003215825,0.0003614936,0.0001201336,0.000489809,0.0001212472,0.0003212886,0.0008953447],"category_scores_gemma":[0.0002080812,0.00008148637,0.0002211291,0.0002275937,0.0002165438,0.000329934,0.0003421986,0.000509238,0.0002648207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101226,"about_ca_system_score_gemma":0.0004603996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002276008,"about_ca_topic_score_gemma":0.0005546742,"domain_scores_codex":[0.999903,0.00003798502,0.00001026369,0.00001166064,0.00002290638,0.00001430391],"domain_scores_gemma":[0.9999336,0.00001720324,0.00001786561,0.000003189087,0.00001578422,0.00001242141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009122528,0.0002029489,0.003124806,0.004768037,0.0001314437,0.001153844,0.0001328263,0.001000983,0.1911565,0.01061568,0.004772997,0.7820275],"study_design_scores_gemma":[0.000187831,0.002886451,0.01588726,0.001720361,0.0005455155,0.004760147,0.0002595394,0.001585895,0.1627088,0.009948788,0.7994344,0.00007503203],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02816981,0.9600726,0.00397845,0.00276172,0.0004952709,0.00002458761,0.00008729803,0.00005038493,0.004359924],"genre_scores_gemma":[0.2514978,0.7386303,0.00502475,0.001066759,0.0006301559,0.00005127547,0.0001222163,0.00001981137,0.002956974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008953447,"threshold_uncertainty_score":0.002995253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391581324510632,"score_gpt":0.3619750997696435,"score_spread":0.3228169673185803,"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."}}