{"id":"W4385064509","doi":"10.1016/j.smim.2023.101807","title":"The gut mucus network: A dynamic liaison between microbes and the immune system","year":2023,"lang":"en","type":"review","venue":"Seminars in Immunology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Okanagan University College; University of British Columbia","funders":"Crohn's and Colitis Canada","keywords":"Mucus; Immune system; Mucin; Biology; Innate immune system; Gut flora; Immunology; Microbiology; Ecology","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":[0.0009452263,0.001236146,0.001762946,0.001597484,0.0003251453,0.002402084,0.00138635,0.002655763,0.002651014],"category_scores_gemma":[0.0009150622,0.0003179986,0.0003584449,0.002054161,0.001310824,0.002595217,0.001517313,0.003684401,0.002354028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383808,"about_ca_system_score_gemma":0.001664102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009706412,"about_ca_topic_score_gemma":0.001802735,"domain_scores_codex":[0.999775,0.00004262119,0.00001981867,0.0000358816,0.00009631406,0.00003046385],"domain_scores_gemma":[0.9995321,0.000208017,0.00006054875,0.00001441681,0.00009617172,0.00008884393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001366026,0.00004328924,0.0001663524,0.008635521,0.00007154833,0.0002760059,0.00004899922,0.0003398611,0.002366073,0.009952889,0.08450799,0.8934548],"study_design_scores_gemma":[0.00002697301,0.00005097212,0.0005853194,0.002001408,0.00006918002,0.0007560631,0.00005375612,0.00009964716,0.0003353023,0.004155273,0.9918451,0.00002100187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004352483,0.997971,0.0001320005,0.0007908852,0.0006117727,0.000002255042,0.000008728724,0.000006983652,0.0004328101],"genre_scores_gemma":[0.0003925425,0.9974958,0.0001524255,0.0005139431,0.0008949512,0.000005181618,0.00001811678,0.000001465843,0.0005255623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002655763,"threshold_uncertainty_score":0.01004028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487812946303443,"score_gpt":0.3033079730454476,"score_spread":0.2884298435824132,"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."}}