{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004134448,0.0006311301,0.001019409,0.001276971,0.0001960153,0.0007640102,0.0006830895,0.001094763,0.003579394],"category_scores_gemma":[0.000825979,0.0001566882,0.0004965878,0.001018094,0.0003017926,0.0008922444,0.0005477173,0.001846231,0.0012033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671147,"about_ca_system_score_gemma":0.0006379575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000737424,"about_ca_topic_score_gemma":0.001405726,"domain_scores_codex":[0.9998556,0.00003928836,0.00002113941,0.00002381276,0.00004661846,0.00001354885],"domain_scores_gemma":[0.9998077,0.00009941294,0.00002426698,0.000005675005,0.0000445862,0.00001833194],"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":[0.000109777,0.00006912619,0.0001522716,0.01480352,0.0001363988,0.0001302009,0.00005556411,0.0001556037,0.0009652503,0.002960364,0.02744053,0.9530214],"study_design_scores_gemma":[0.00003098589,0.0001310924,0.001211626,0.007416649,0.0001768432,0.0009504856,0.00007579337,0.00008336604,0.000288489,0.002552215,0.9870663,0.00001608191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008618841,0.9985265,0.00007155322,0.0005866244,0.0002853258,0.000002485385,0.00001188788,0.000004529078,0.0004248995],"genre_scores_gemma":[0.0006014616,0.9982005,0.00014935,0.0003465729,0.0002359112,0.000004815337,0.00002217025,0.000001277207,0.00043795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003579394,"threshold_uncertainty_score":0.01197433,"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."}}