{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009353801,0.00008481796,0.0002345357,0.00007106812,0.00006302202,0.00001152309,0.00004000757,0.00004351128,0.0001059392],"category_scores_gemma":[0.00001647427,0.00007425968,0.000127336,0.0001626645,0.00003111881,0.00007079334,0.00001963972,0.00006767852,0.000001853289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005721826,"about_ca_system_score_gemma":0.0000336537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000764943,"about_ca_topic_score_gemma":0.0004426499,"domain_scores_codex":[0.9993932,0.00001681664,0.0001939124,0.0001956613,0.0000785308,0.0001218475],"domain_scores_gemma":[0.9995983,0.00001884687,0.00004370905,0.0001532036,0.0001061385,0.00007985911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001287853,0.002753823,0.1853908,0.06725091,0.0003329136,0.000006023537,0.000166322,2.486604e-7,0.0005069121,0.0004583714,0.08866721,0.6531786],"study_design_scores_gemma":[0.007521881,0.000754279,0.5988086,0.08602268,0.001288688,0.00002873347,0.000182319,0.000135201,0.0003714458,0.001101932,0.3034535,0.0003306677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6651536,0.311045,0.0007053071,0.01446201,0.001477265,0.004289202,0.001781941,0.0001339937,0.000951777],"genre_scores_gemma":[0.8195179,0.1749761,0.0002106634,0.002423414,0.000250414,0.0005700467,0.0002713809,0.0000211985,0.001758945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6528479,"threshold_uncertainty_score":0.3028222,"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."}}