{"id":"W7116689347","doi":"10.3390/nu18010030","title":"Dietary and Nutrition Interventions for Breast Cancer Survivors: An Umbrella Review","year":2025,"lang":"en","type":"article","venue":"Nutrients","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Breast cancer; Survivorship curve; Psychological intervention; Cancer; MEDLINE; Quality of life (healthcare); Nutrigenomics","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":[0.008706568,0.001970824,0.00764264,0.01251222,0.0009835332,0.004671681,0.001835258,0.003686814,0.00510068],"category_scores_gemma":[0.03295285,0.0009454717,0.006077237,0.01157815,0.001119987,0.002777581,0.002504651,0.002110373,0.000881376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003726433,"about_ca_system_score_gemma":0.009065937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004169141,"about_ca_topic_score_gemma":0.009049024,"domain_scores_codex":[0.9921429,0.003524911,0.00227907,0.000565865,0.001258607,0.0002285497],"domain_scores_gemma":[0.9768113,0.01749151,0.003474627,0.0004285335,0.001520625,0.0002733691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002379181,0.00006972182,0.0003039695,0.8372326,0.005540684,0.00008348485,0.0004308643,0.0002042509,0.0003485549,0.001649593,0.008590554,0.1453078],"study_design_scores_gemma":[0.0001521071,0.0002369936,0.001060787,0.9015937,0.01861954,0.000216241,0.0002146585,0.000102372,0.0001378213,0.000969512,0.07666635,0.00002987829],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001427526,0.9984007,0.00008328086,0.0004270355,0.0002678668,0.0001338209,0.00007790462,0.000004711585,0.0004619004],"genre_scores_gemma":[0.001986425,0.9957122,0.0005194618,0.0008693861,0.0002150785,0.0004573906,0.00008135418,0.000003134618,0.000155591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01251222,"threshold_uncertainty_score":0.0460453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06331581379288533,"score_gpt":0.4081765832063304,"score_spread":0.3448607694134451,"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."}}