{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001998185,0.0002201902,0.0001954088,0.00006762749,0.0004471535,0.00008059276,0.0002741313,0.0000957224,0.0001000705],"category_scores_gemma":[0.000004402803,0.0001776523,0.00005888478,0.0001825372,0.00008446631,0.00001109682,0.0001685179,0.0002533517,0.00000411424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274313,"about_ca_system_score_gemma":0.000117129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007438104,"about_ca_topic_score_gemma":0.001476593,"domain_scores_codex":[0.9984981,0.0002030844,0.0003551085,0.0004509073,0.0001561676,0.0003365915],"domain_scores_gemma":[0.9994346,0.00001412665,0.0001218673,0.0003326547,0.00005207518,0.00004464043],"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":[0.0001635102,0.0000808237,0.1023944,0.00003601998,0.00004928085,0.000008322844,0.000841397,0.00006525805,0.8945585,0.0000362177,0.001639606,0.0001266666],"study_design_scores_gemma":[0.001232289,0.0003465077,0.7641796,0.00004430444,0.00005123335,0.00004922536,0.00515675,0.00003726167,0.2271496,0.000007972189,0.001485133,0.0002601598],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979624,0.0003705958,0.00009384326,0.0003342194,0.0001509887,0.0006525318,0.0003194411,0.00002286666,0.00009314068],"genre_scores_gemma":[0.9940929,0.00002438377,0.0003046376,0.0003168323,0.0001593121,0.00009573773,0.00452921,0.00003027445,0.0004466789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6674089,"threshold_uncertainty_score":0.7244452,"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."}}