{"id":"W4385760273","doi":"10.3390/nu15163542","title":"Dietary Flaxseed and Flaxseed Oil Differentially Modulate Aspects of the Microbiota Gut–Brain Axis Following an Acute Lipopolysaccharide Challenge in Male C57Bl/6 Mice","year":2023,"lang":"en","type":"article","venue":"Nutrients","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Universities Space Research Association; University of Ottawa","keywords":"Gut flora; Lachnospiraceae; Akkermansia muciniphila; Inflammation; Akkermansia; Lipopolysaccharide; Biology; Endocrinology; Food science; Internal medicine; Chemistry; Biochemistry; Immunology; Medicine; Lactobacillus; Fermentation","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":[0.000256765,0.001149024,0.0008977238,0.0009435518,0.0003856691,0.0004995179,0.0004313298,0.0008669829,0.001935481],"category_scores_gemma":[0.0001575163,0.0004865305,0.0006591835,0.0003031572,0.0006700337,0.0006161046,0.0003322018,0.002177858,0.0004699306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005379082,"about_ca_system_score_gemma":0.0005851859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454082,"about_ca_topic_score_gemma":0.005968773,"domain_scores_codex":[0.9997057,0.00003015916,0.00002443281,0.0000771203,0.0000547478,0.0001077856],"domain_scores_gemma":[0.9996444,0.0000189391,0.0001023467,0.00002138387,0.00004085255,0.0001720682],"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":[0.008992321,0.001578481,0.0004850431,0.000119888,0.00003428268,0.00009309617,0.00007204254,0.0000829623,0.9864814,0.00006606677,0.0001336455,0.001860642],"study_design_scores_gemma":[0.001006006,0.03038949,0.02403857,0.00009349746,0.0002965062,0.0002797301,0.0004272976,0.001032729,0.9385643,0.0002524229,0.00355375,0.00006569509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953741,0.001358503,0.000711849,0.000283567,0.0001039987,0.0001061735,0.001184569,0.0001087522,0.0007685652],"genre_scores_gemma":[0.9791889,0.002639201,0.003365502,0.000506229,0.0000684377,0.0005034457,0.001552236,0.0000733598,0.01210271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002454082,"threshold_uncertainty_score":0.006474853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244948759224941,"score_gpt":0.2582865258537835,"score_spread":0.2458370382615341,"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."}}