{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002318702,0.0005724521,0.0009311812,0.0001449597,0.0002558616,0.00009935514,0.0004776165,0.0003756244,0.00004272854],"category_scores_gemma":[0.00001499294,0.0004099014,0.0003843682,0.0001421355,0.0002077949,0.000004753575,0.0005838409,0.0004137661,0.0001017458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009310243,"about_ca_system_score_gemma":0.0002533201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005113154,"about_ca_topic_score_gemma":0.00002826681,"domain_scores_codex":[0.9978506,0.0002243442,0.0006125564,0.0007810597,0.00006385904,0.0004675926],"domain_scores_gemma":[0.9987971,0.00005706415,0.00033128,0.0006864122,0.00003087867,0.00009733089],"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":[0.00002680176,0.0001292842,0.000186784,0.01979515,0.0007416032,0.000009793448,0.00006497576,1.819197e-7,0.234867,0.00001139701,0.06360681,0.6805602],"study_design_scores_gemma":[0.0001802014,0.00005650557,0.0002562756,0.00353449,0.0005138434,0.0006642822,0.00002598412,4.475002e-8,0.0005088443,0.000003617969,0.9938723,0.0003835465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001773713,0.9956512,0.00003780978,0.0002092067,0.0003236172,0.0008847965,0.0009433377,0.00001641438,0.0001599068],"genre_scores_gemma":[0.0003018087,0.9945391,0.0001759021,0.0003807301,0.0004954757,0.00005647388,0.001560188,0.0000589093,0.002431418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9302655,"threshold_uncertainty_score":0.9998353,"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."}}