{"id":"W4386316919","doi":"10.1002/9781119862611.ch2","title":"Functions of the Gastrointestinal Microbiome","year":2023,"lang":"en","type":"other","venue":"","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Microbiome; Mucus; Immune system; Secretion; Hormone; Biology; Function (biology); Motility; Barrier function; Cell biology; Microbiology; Bioinformatics; Biochemistry; Immunology; 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":[0.0003460749,0.0003564893,0.0002414862,0.0006492423,0.0006132854,0.001752855,0.0002174461,0.0005064245,0.0069374],"category_scores_gemma":[0.0005248469,0.0000937687,0.0001846942,0.000466287,0.0005781515,0.0007866987,0.001150949,0.0004146731,0.001932529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004722378,"about_ca_system_score_gemma":0.0005814859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009778114,"about_ca_topic_score_gemma":0.001070077,"domain_scores_codex":[0.9998114,0.00005680412,0.000008291892,0.0000308556,0.00005506605,0.00003757901],"domain_scores_gemma":[0.9997982,0.00002217729,0.00002993676,0.0000148017,0.00005880649,0.00007613653],"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":[0.0005271108,0.0001447868,0.02236558,0.001877516,0.0001298896,0.001799192,0.001354121,0.0007326261,0.1085174,0.1270921,0.06358235,0.6718774],"study_design_scores_gemma":[0.00002933577,0.000194752,0.05142617,0.001083382,0.00008251127,0.004148152,0.001455779,0.001157976,0.02017363,0.03842098,0.88178,0.0000473456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1633209,0.2936836,0.02609609,0.01785873,0.002880468,0.0001435513,0.002382175,0.0006327759,0.4930018],"genre_scores_gemma":[0.7443295,0.1120277,0.01558237,0.002534035,0.001063505,0.0001573808,0.0007914882,0.0001659235,0.123348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0069374,"threshold_uncertainty_score":0.02320796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00859506190994387,"score_gpt":0.237949748575247,"score_spread":0.2293546866653031,"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."}}