{"id":"W2495055679","doi":"10.1186/s40168-016-0189-7","title":"Cardiorespiratory fitness as a predictor of intestinal microbial diversity and distinct metagenomic functions","year":2016,"lang":"en","type":"article","venue":"Microbiome","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":467,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Dairy Farmers of Canada; Michael Smith Health Research BC; Universities Space Research Association; Canadian Diabetes Association","keywords":"Metagenomics; Biology; Cardiorespiratory fitness; Microbial ecology; Ecology; Diversity (politics); Bacteria; Genetics; Physiology","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":[0.0005037634,0.0004094896,0.0003835734,0.000498989,0.0002709851,0.000558407,0.000141636,0.0004507465,0.001442782],"category_scores_gemma":[0.001112212,0.0001492427,0.0004244982,0.000555531,0.0002066882,0.0001868278,0.0004336776,0.0004298753,0.0002361975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105437,"about_ca_system_score_gemma":0.0001106979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116786,"about_ca_topic_score_gemma":0.001687242,"domain_scores_codex":[0.9997687,0.00006812772,0.00001632912,0.00007474165,0.00002829971,0.00004383145],"domain_scores_gemma":[0.9993103,0.0002350858,0.0002046772,0.00006086841,0.00006684334,0.0001223188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003730702,0.00003697244,0.9855351,0.00003680494,0.0002427924,0.00004068807,0.00005663522,0.0002291455,0.01023069,0.00001407494,0.00006298214,0.003141053],"study_design_scores_gemma":[0.0000026275,0.00009210515,0.9987116,0.000005693887,0.00004552189,0.00006987771,0.0000436452,0.0006376511,0.0002928428,0.00002673801,0.00006920128,0.000002525734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983632,0.0004052411,0.0005322361,0.00003354632,0.000005005807,0.000007840199,0.0004523976,0.000007679659,0.0001929147],"genre_scores_gemma":[0.9990329,0.00007418037,0.0004099895,0.00002045452,0.000006168979,0.00001257209,0.0003681822,0.000002990532,0.00007259479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001442782,"threshold_uncertainty_score":0.004826605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189827477255152,"score_gpt":0.2240638994494966,"score_spread":0.2121656246769451,"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."}}