{"id":"W2803036722","doi":"10.1042/cs20180172","title":"Imbalance of gut microbiome and intestinal epithelial barrier dysfunction in cardiovascular disease","year":2018,"lang":"en","type":"letter","venue":"Clinical Science","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Dysbiosis; Gut flora; Barrier function; Microbiome; Disease; Biology; Homeostasis; Immunology; Microbiology; Physiology; Medicine; Bioinformatics; Pathology; Cell biology","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":[0.001525454,0.0001801989,0.0003830353,0.00008883203,0.00007794918,0.00002463015,0.0004236599,0.0003913989,0.00001520089],"category_scores_gemma":[0.0007764844,0.0001571016,0.0002142316,0.0002158687,0.002215846,0.000006063228,0.0002873336,0.0004791362,0.00001332626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002552971,"about_ca_system_score_gemma":0.0006055903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007539217,"about_ca_topic_score_gemma":0.000007850591,"domain_scores_codex":[0.9978756,0.0001370405,0.0005022213,0.0008870451,0.0002112263,0.0003869128],"domain_scores_gemma":[0.9988185,0.00003340866,0.0001609769,0.0006494448,0.0001698206,0.0001678163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002578739,0.0001349969,0.04425198,0.0004415033,0.0001024294,0.00009558912,0.00002930585,0.000007931014,0.7473333,0.000006257866,0.2012481,0.006090754],"study_design_scores_gemma":[0.0008252109,0.0005497553,0.1725391,0.0002199023,0.0000809546,0.00003516803,0.000004699032,0.00004354708,0.003607199,0.00007924597,0.8216196,0.0003955917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764487,0.002172239,0.0003658315,0.01885693,0.001432181,0.0003892834,0.0001661715,0.000009581978,0.0001590546],"genre_scores_gemma":[0.8440927,0.001679649,0.00177549,0.1430086,0.007884725,0.00002514869,0.0003064134,0.00005594859,0.0011713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7437261,"threshold_uncertainty_score":0.8164376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197650667036431,"score_gpt":0.3114508861370417,"score_spread":0.2894743794666774,"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."}}