{"id":"W4285319089","doi":"10.21926/rpn.2202014","title":"The Potential Role of Commensal Microbes in Optimizing Nutrition Care Delivery and Nutrient Metabolism","year":2022,"lang":"en","type":"article","venue":"Recent Progress in Nutrition","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Metagenomics; Biology; Gut flora; Microbiome; Biotechnology; Microbial metabolism; Host (biology); Commensalism; Human health; Computational biology; Bacteria; Bioinformatics; Ecology; Medicine; Environmental health; Immunology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007948872,0.0004337258,0.0004872109,0.0004720381,0.0005077689,0.001772877,0.00040768,0.0009577524,0.001471686],"category_scores_gemma":[0.001084582,0.0001698337,0.000290297,0.0004327435,0.0007760519,0.0009385505,0.00118224,0.0009164696,0.000560893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676614,"about_ca_system_score_gemma":0.0009085205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008451343,"about_ca_topic_score_gemma":0.001220853,"domain_scores_codex":[0.9994648,0.000236083,0.00002302009,0.00008027899,0.0001193566,0.00007640641],"domain_scores_gemma":[0.999615,0.00008266338,0.000098327,0.00002906289,0.00006795697,0.0001070338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007145471,0.0004759222,0.02677476,0.00365128,0.0001932769,0.001305983,0.0006221983,0.001468031,0.5472023,0.02873016,0.005399547,0.3834619],"study_design_scores_gemma":[0.0001652041,0.004782223,0.2126414,0.002860011,0.0005918034,0.008430976,0.004707042,0.01206621,0.2227934,0.1081241,0.4225182,0.0003193128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.283691,0.6241986,0.04138489,0.01926258,0.001445626,0.0001380938,0.0004143218,0.0002459894,0.02921887],"genre_scores_gemma":[0.7874802,0.1737732,0.03212921,0.002357725,0.0005535193,0.00006787233,0.0001380632,0.00004443826,0.003455787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001772877,"threshold_uncertainty_score":0.004923344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004822381121228376,"score_gpt":0.2392483980849426,"score_spread":0.2344260169637142,"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."}}