{"id":"W4411129620","doi":"10.1080/19490976.2025.2514136","title":"Interaction between the breast tumor microenvironment and gut microbiome","year":2025,"lang":"en","type":"review","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Akkermansia muciniphila; Biology; Breast cancer; Dysbiosis; Microbiome; Tumor microenvironment; Gut flora; Cancer; Immune system; Metabolome; Disease; Immunology; Bioinformatics; Medicine; Internal medicine; Metabolomics; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002944444,0.0005921145,0.0009566201,0.001418357,0.0001891167,0.0008809411,0.0004092814,0.0007355963,0.003333174],"category_scores_gemma":[0.0005536199,0.0001583592,0.0003401353,0.001138672,0.0002623173,0.0007917556,0.000596958,0.001036629,0.001559324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004448824,"about_ca_system_score_gemma":0.0008349324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008749285,"about_ca_topic_score_gemma":0.001449216,"domain_scores_codex":[0.9998865,0.00002538485,0.00001433694,0.00002109133,0.0000387628,0.00001393649],"domain_scores_gemma":[0.9998074,0.00009272853,0.00002538546,0.000006099201,0.00004563799,0.00002275227],"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":[0.00006421187,0.00003630823,0.0002587329,0.01247282,0.00007806811,0.0001846967,0.00003992523,0.0002199056,0.001921384,0.002389431,0.02168991,0.9606446],"study_design_scores_gemma":[0.00001034111,0.00008445206,0.001832467,0.004046818,0.0001067597,0.001647823,0.00006445578,0.00008994198,0.0005439954,0.001695647,0.9898583,0.00001911951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001480079,0.9983431,0.0001265203,0.000308573,0.00017921,0.000002501136,0.00002156043,0.000007670296,0.0008629122],"genre_scores_gemma":[0.0008563138,0.9981171,0.0001482028,0.0001463605,0.0001512621,0.00000386298,0.00003382308,0.000001306974,0.0005419137],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003333174,"threshold_uncertainty_score":0.0111506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359103373917138,"score_gpt":0.2958519476697477,"score_spread":0.2822609139305763,"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."}}