{"id":"W4415299394","doi":"10.3390/curroncol32100577","title":"Akkermansia muciniphila and HCC: A Gut Feeling","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Akkermansia muciniphila; Immunotherapy; Immune system; Microbiome; Hepatocellular carcinoma; Tumor microenvironment; Narrative review; Akkermansia; Immune checkpoint","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":[0.0002621901,0.0005066202,0.0006913109,0.001186153,0.000210118,0.0007591014,0.0003782432,0.0008710062,0.002699336],"category_scores_gemma":[0.0003898719,0.0001473434,0.0003758893,0.000868458,0.0002929173,0.0008951046,0.0004942606,0.001281063,0.0009705639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003578139,"about_ca_system_score_gemma":0.0007055767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006592303,"about_ca_topic_score_gemma":0.001408326,"domain_scores_codex":[0.9998953,0.00002335692,0.00001534433,0.00001691825,0.00003591923,0.00001310421],"domain_scores_gemma":[0.9998773,0.00005471449,0.00002210676,0.000003435496,0.00002681597,0.00001565784],"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":[0.0001207491,0.00005510068,0.0002868689,0.01629886,0.0001066006,0.0003641075,0.00006660555,0.0001994455,0.002670196,0.003450893,0.03739343,0.9389871],"study_design_scores_gemma":[0.00001667034,0.0001168679,0.001428995,0.004404126,0.0001368841,0.002825665,0.00008034677,0.00007965105,0.0005954326,0.001811661,0.9884878,0.00001585287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001701104,0.998439,0.00006404021,0.000477227,0.0002816286,0.00000182412,0.000009753429,0.000005114135,0.0005514318],"genre_scores_gemma":[0.001292145,0.9974132,0.0001007774,0.0003517726,0.0002715752,0.00000261681,0.00002105564,0.000001133791,0.0005456964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002699336,"threshold_uncertainty_score":0.009030223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142823109127723,"score_gpt":0.4732217131884496,"score_spread":0.3589394022756774,"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."}}