{"id":"W4410549568","doi":"10.15698/cst2025.05.303","title":"Probiotics and mediterranean diet for breast cancer management and prevention?","year":2025,"lang":"en","type":"review","venue":"Cell Stress","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Breast cancer; Gut flora; Cancer; Immune system; Cancer prevention; Mediterranean diet; Medicine; Bioinformatics; Biology; Immunology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00006023069,0.0002200937,0.000403898,0.00004387917,0.00007680608,0.00002865669,0.0001109025,0.000219544,0.000009045615],"category_scores_gemma":[0.000001764034,0.0001868757,0.00009932332,0.00003998429,0.00004418667,0.000001201359,0.0001625769,0.00007441129,4.782565e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001415791,"about_ca_system_score_gemma":0.00009386265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004701787,"about_ca_topic_score_gemma":0.00004057044,"domain_scores_codex":[0.9991263,0.00003265777,0.0002108507,0.000401217,0.00003495235,0.0001940441],"domain_scores_gemma":[0.9995872,0.00001041072,0.0001108978,0.0001977247,0.00002886154,0.00006488791],"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":[0.00004464485,0.00005889094,0.00001080252,0.15732,0.0001753418,0.00000156127,0.00001503819,2.465044e-7,0.00004650284,0.00002653328,0.007101219,0.8351992],"study_design_scores_gemma":[0.0003438927,0.0001634494,0.00004507173,0.006473025,0.0005694262,0.000007053517,0.00001509095,7.685025e-7,0.00005294137,0.00001402236,0.9920959,0.0002193861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004875236,0.996582,0.00008490514,0.00003458471,0.0002090063,0.001311881,0.00136892,0.000005328263,0.0003545645],"genre_scores_gemma":[0.0000367476,0.9900866,0.0003779088,0.00003676872,0.0001917054,0.0001560972,0.0007599898,0.00002161692,0.008332628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9849946,"threshold_uncertainty_score":0.762057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055485216099334,"score_gpt":0.3367902557711915,"score_spread":0.3162354036101982,"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."}}