{"id":"W2790025457","doi":"10.1093/jcag/gwy008.288","title":"A287 PHYSICAL ACTIVITY AS A MODULATOR OF INTESTINAL MICROBIOTA, IMMUNE RESPONSES, AND SHORT-CHAIN FATTY ACIDS PRODUCTION","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus","funders":"","keywords":"Lachnospiraceae; Roseburia; Biology; Firmicutes; Gut flora; Butyrate; Bacteroidetes; Microbiome; Dysbiosis; Microbiology; Bacteroides; Immunology; Physiology; Bacteria; Genetics; Food science","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":[0.0001116275,0.0002591118,0.0002482194,0.0002208128,0.0001784366,0.0003962064,0.0001004684,0.0002833642,0.001898054],"category_scores_gemma":[0.0001077282,0.0001387751,0.0003087225,0.0001939134,0.0001372143,0.0001383335,0.0002218731,0.0004212953,0.0003647635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264798,"about_ca_system_score_gemma":0.0002017932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131898,"about_ca_topic_score_gemma":0.001629344,"domain_scores_codex":[0.9998896,0.00002664952,0.000004915975,0.00002642267,0.00002247554,0.00002985484],"domain_scores_gemma":[0.9998943,0.00001138042,0.00002951479,0.000005076442,0.00001797323,0.00004174026],"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":[0.004845922,0.0007456806,0.03216858,0.0003775694,0.000164807,0.0002651172,0.0001079473,0.0001909156,0.9345928,0.0001963098,0.0009249795,0.02541942],"study_design_scores_gemma":[0.0002116733,0.005839711,0.9051263,0.0001753487,0.0002341277,0.0004852753,0.0004519011,0.002105981,0.0766997,0.0005484789,0.008086131,0.00003538972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877605,0.008293464,0.0007887141,0.0003400577,0.0001162967,0.00003414377,0.0008090964,0.00003070187,0.001827071],"genre_scores_gemma":[0.9908938,0.003960882,0.0007912862,0.0002465333,0.00006009489,0.00006221195,0.0006792109,0.000009051322,0.003296776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001898054,"threshold_uncertainty_score":0.006349623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007714388561638721,"score_gpt":0.24813806050811,"score_spread":0.2404236719464713,"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."}}