{"id":"W4221074414","doi":"10.1038/s41579-022-00712-1","title":"Carbohydrate-active enzymes (CAZymes) in the gut microbiome","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Microbiology","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":583,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Biology; Metagenomics; Microbiome; Gut flora; Microorganism; Microbiology; Bacteria; Human microbiome; Glycan; Immunology; Biochemistry; Bioinformatics; Genetics; Gene; Glycoprotein","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":[0.0007987462,0.0008585901,0.001001459,0.001737065,0.0002300174,0.001399436,0.000579486,0.001479896,0.003197215],"category_scores_gemma":[0.0013763,0.0002419125,0.0003835016,0.002307875,0.0006543133,0.001430926,0.001157163,0.001741186,0.001887896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006329634,"about_ca_system_score_gemma":0.001326507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309772,"about_ca_topic_score_gemma":0.002454026,"domain_scores_codex":[0.9997708,0.00004627672,0.00002611584,0.00004179374,0.00008913973,0.00002583833],"domain_scores_gemma":[0.9994096,0.0003166891,0.0000859639,0.00001357744,0.0001139863,0.00006015268],"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":[0.00007551783,0.00004201677,0.0001618434,0.01019482,0.00004196956,0.0000807543,0.00002872995,0.0001316383,0.001191419,0.002733569,0.01860218,0.9667155],"study_design_scores_gemma":[0.00002509964,0.00009277435,0.001163315,0.007314478,0.00009403388,0.0007065379,0.00007884124,0.00007741083,0.0006215738,0.002923738,0.9868766,0.00002570949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004730027,0.9991099,0.00006837766,0.0002284036,0.0001793954,0.00000134512,0.000006866037,0.000002592341,0.0003558149],"genre_scores_gemma":[0.0003076954,0.9990401,0.0001007998,0.0001196552,0.000149135,0.000002449251,0.000009277572,5.224851e-7,0.0002703377],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003197215,"threshold_uncertainty_score":0.01069576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04197096951776145,"score_gpt":0.3510076331365172,"score_spread":0.3090366636187558,"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."}}