{"id":"W3094228332","doi":"10.1126/science.aay7367","title":"Proximal colon–derived O-glycosylated mucus encapsulates and modulates the microbiota","year":2020,"lang":"en","type":"article","venue":"Science","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":246,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia, Okanagan Campus","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of General Medical Sciences; U.S. Department of Veterans Affairs","keywords":"Mucus; Mucin; Feces; Gut flora; Distal colon; Biology; Microbiology; Glycosylation; Host (biology); Immunology; Biochemistry; Endocrinology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002777554,0.0003352472,0.0002265564,0.000302646,0.0002739381,0.0009803259,0.0002236024,0.0007859257,0.001581423],"category_scores_gemma":[0.0003077299,0.0002721468,0.0002049426,0.0001427842,0.0006082249,0.0008022537,0.0005863936,0.001170125,0.0007023672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004130607,"about_ca_system_score_gemma":0.000339759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003916966,"about_ca_topic_score_gemma":0.0008791315,"domain_scores_codex":[0.9998103,0.00003445945,0.00000557846,0.00004120961,0.00007061334,0.00003797334],"domain_scores_gemma":[0.9998345,0.00002020679,0.00003964977,0.00001399625,0.00003330438,0.00005833512],"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":[0.0002839768,0.00002487972,0.001438668,0.0002479626,0.00001925936,0.0003044395,0.0001043044,0.0001107104,0.9464562,0.003069654,0.006021034,0.04191888],"study_design_scores_gemma":[0.0001127866,0.001029363,0.06283223,0.0004195129,0.0001230357,0.002302468,0.0008704837,0.002349208,0.6766407,0.006589724,0.2466443,0.00008620419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7038071,0.1760653,0.02851809,0.02805635,0.005973702,0.0001540477,0.0009694431,0.0009724005,0.05548355],"genre_scores_gemma":[0.8850381,0.06516324,0.008490523,0.005508516,0.001103265,0.00005563911,0.0003698918,0.0001898828,0.034081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001581423,"threshold_uncertainty_score":0.005290389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016889130516532,"score_gpt":0.2362275418415284,"score_spread":0.226058650536363,"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."}}