{"id":"W4389220320","doi":"10.1182/blood-2023-182878","title":"A Whole Foods Plant-Based Weight Loss Intervention Improves Quality of Life, Metabolic, Microbiome and Immune Profile in MGUS/SMM As Well As Progression Trajectory in a Subset - the Nutrivention Trial","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Adiponectin; Internal medicine; Microbiome; Body mass index; Immunology; Obesity; Biology; Insulin resistance; Bioinformatics","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":[0.0006262611,0.0006985522,0.00139285,0.0002823785,0.0003942677,0.0006145688,0.0003253183,0.0009349163,0.004802383],"category_scores_gemma":[0.0006523442,0.0002869323,0.001586566,0.0002802062,0.0003310147,0.0003887685,0.0005167321,0.001246334,0.0003825343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003641291,"about_ca_system_score_gemma":0.0005217932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030888,"about_ca_topic_score_gemma":0.002002064,"domain_scores_codex":[0.9997845,0.00008160376,0.00001928049,0.00004906895,0.00002002845,0.00004546405],"domain_scores_gemma":[0.9997683,0.00004043961,0.00005181384,0.00001917076,0.00002257536,0.00009776568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8526723,0.03130417,0.0127632,0.002703087,0.004858901,0.00009126714,0.0001998262,0.0006411553,0.006179748,0.000192716,0.002321049,0.08607261],"study_design_scores_gemma":[0.5912222,0.3290462,0.06704979,0.0007363574,0.005437558,0.000149802,0.000206169,0.001068464,0.001374008,0.0005513269,0.003122489,0.00003565877],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933531,0.003645856,0.0001519128,0.0003727986,0.0001192333,0.001011903,0.0004196695,0.00004058186,0.0008849057],"genre_scores_gemma":[0.9918948,0.001801649,0.0008279793,0.0005986947,0.0001497458,0.00255227,0.0005697022,0.000005961223,0.001599338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004802383,"threshold_uncertainty_score":0.01606554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077930471667054,"score_gpt":0.284693945698177,"score_spread":0.2739146409815064,"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."}}