{"id":"W4362608458","doi":"10.1186/s12906-023-03935-8","title":"Isha yoga practices, vegan diet, and participation in Samyama meditation retreat: impact on the gut microbiome &amp; metabolome – a non-randomized trial","year":2023,"lang":"en","type":"article","venue":"BMC Complementary Medicine and Therapies","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Metabolome; Microbiome; Meditation; Anxiety; Prebiotic; Gut flora; Medicine; Food science; Physiology; Internal medicine; Biology; Psychiatry; Bioinformatics; Metabolite; Immunology","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":[0.001553264,0.0001811457,0.0003550694,0.0001395044,0.0001446914,0.00002142729,0.00008346909,0.00005873715,0.0001723525],"category_scores_gemma":[0.0002750946,0.0001052946,0.00005827691,0.0001922478,0.0002396125,0.00001169867,0.00005237458,0.0001006693,0.000005566472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001390032,"about_ca_system_score_gemma":0.00004924045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009931127,"about_ca_topic_score_gemma":0.001862709,"domain_scores_codex":[0.9985839,0.0004121267,0.0003577236,0.0002821005,0.000119785,0.0002443255],"domain_scores_gemma":[0.998959,0.0004960957,0.0002411217,0.0002054154,0.00003487073,0.0000634922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4518255,0.0002925063,0.0124136,0.0001780825,0.0007290834,0.000005875823,0.01348719,0.000008711275,0.4697103,0.0003538498,0.04865983,0.002335517],"study_design_scores_gemma":[0.7160825,0.006431922,0.1834102,0.0002543333,0.0003901378,0.00002127716,0.007609538,0.0002487013,0.001975693,0.001426035,0.08156063,0.0005890923],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907801,0.001839793,0.00003383707,0.006019174,0.0001822408,0.001008587,0.00004732807,0.00001171106,0.00007719084],"genre_scores_gemma":[0.9945691,0.002647534,0.0001457305,0.0009990165,0.0003921467,0.0001717569,0.0009635863,0.00001466717,0.00009650653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4677346,"threshold_uncertainty_score":0.4293788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08559822059387147,"score_gpt":0.4088582859161708,"score_spread":0.3232600653222994,"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."}}