{"id":"W4296036288","doi":"10.1080/19490976.2022.2120344","title":"Short-term supplementation with ω-3 polyunsaturated fatty acids modulates primarily mucolytic species from the gut luminal mucin niche in a human fermentation system","year":2022,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Akkermansia muciniphila; Biology; Polyunsaturated fatty acid; Akkermansia; Docosahexaenoic acid; Gut flora; Microbiome; Microbiology; Eicosapentaenoic acid; Mucin; Prebiotic; Mucus; Metabolome; Physiology; Lactobacillus; Food science; Biochemistry; Fatty acid; Fermentation; Ecology; Metabolite; Bioinformatics","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":[0.0001556791,0.0001722255,0.0002476753,0.0001634295,0.0001636278,0.0003848541,0.0001464864,0.0002375458,0.001746256],"category_scores_gemma":[0.0002141775,0.00009725107,0.0001721758,0.0001018228,0.0002031002,0.0002037278,0.000301044,0.0003486739,0.0002631791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757642,"about_ca_system_score_gemma":0.0002118975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091671,"about_ca_topic_score_gemma":0.001842834,"domain_scores_codex":[0.9998914,0.00003235577,0.000006325422,0.00003020054,0.00001039074,0.0000293296],"domain_scores_gemma":[0.9998938,0.00001579532,0.00001433065,0.00001491756,0.0000133391,0.00004785168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005101872,0.0001236396,0.0007964267,0.0000311104,0.00001424225,0.00001946884,0.00003448005,0.00001841856,0.9902607,0.00002547114,0.00004874235,0.003525343],"study_design_scores_gemma":[0.0003316962,0.009966466,0.07539283,0.00007295339,0.000197514,0.000313677,0.0005816447,0.001079872,0.9056352,0.0002667585,0.006126758,0.00003468402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977387,0.001360916,0.0002810149,0.00006130479,0.00002152848,0.00001394313,0.0001085894,0.00001110265,0.0004028131],"genre_scores_gemma":[0.9970216,0.000650192,0.0005541264,0.00005504227,0.000009347575,0.00001875153,0.0002385284,0.00001021666,0.001442204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001746256,"threshold_uncertainty_score":0.005841851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205490887701995,"score_gpt":0.2516012127121493,"score_spread":0.2395463038351293,"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."}}