{"id":"W4224229860","doi":"10.3390/nu14081656","title":"Gut Microbial Signatures of Distinct Trimethylamine N-Oxide Response to Raspberry Consumption","year":2022,"lang":"en","type":"article","venue":"Nutrients","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Blowing a raspberry; Metagenomics; Trimethylamine N-oxide; Gut flora; Food science; Ruminococcus; Biology; Microbial ecology; Trimethylamine; Bacteria; Microbiology; Chemistry; Animal science; Biochemistry","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":[0.0002057514,0.0002970511,0.0004264176,0.0002474239,0.0001819191,0.0003186083,0.0001074584,0.0004146496,0.0006295444],"category_scores_gemma":[0.0004405752,0.0001488476,0.0001953874,0.0002161509,0.0001779501,0.0001565636,0.0002631989,0.0003548947,0.00009645303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587944,"about_ca_system_score_gemma":0.0001178082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009304401,"about_ca_topic_score_gemma":0.001583684,"domain_scores_codex":[0.9998705,0.00003314588,0.000005867704,0.00004393147,0.00002521947,0.00002124063],"domain_scores_gemma":[0.9997147,0.00003267745,0.0001483064,0.00001673156,0.00003895965,0.00004872033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01884475,0.0006578012,0.4646797,0.0003325054,0.000278706,0.0006250967,0.0008960286,0.00015742,0.4917987,0.00004745389,0.000154192,0.02152762],"study_design_scores_gemma":[0.00001362942,0.00173868,0.9911122,0.000009429873,0.00005238846,0.0001534978,0.0002028679,0.0001522254,0.006330205,0.00002623937,0.0002029627,0.000005578475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995395,0.0002103785,0.00008789522,0.00001019437,0.000002611529,0.00000701194,0.00005159943,0.000003179351,0.00008756833],"genre_scores_gemma":[0.9989525,0.0001446571,0.0003057464,0.00003922462,0.000006150684,0.00001821651,0.0001405159,0.000002899048,0.0003901609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009304401,"threshold_uncertainty_score":0.002106011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129348141889147,"score_gpt":0.2750113420684933,"score_spread":0.2637178606496018,"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."}}