{"id":"W3164728441","doi":"10.1111/jgh.15562","title":"Increased mucin‐degrading bacteria by high protein diet leads to thinner mucus layer and aggravates experimental colitis","year":2021,"lang":"en","type":"article","venue":"Journal of Gastroenterology and Hepatology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Science and Technology Program of Hunan Province; National Natural Science Foundation of China","keywords":"Mucus; Mucin; Colitis; Microbiology; Casein; Bacteria; Antibiotics; Medicine; Dysbiosis; Food science; Gut flora; Biology; Internal medicine; Immunology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002030766,0.0001710567,0.0004145966,0.00007039901,0.0001028376,0.00002191336,0.00009682982,0.0002005386,0.00005650865],"category_scores_gemma":[0.00004406856,0.0001551842,0.00005923245,0.00003326096,0.0001446617,0.000009112735,0.0001371069,0.0001971548,0.000001637449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001809236,"about_ca_system_score_gemma":0.00007399737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005495926,"about_ca_topic_score_gemma":0.0002284229,"domain_scores_codex":[0.9986731,0.0002578043,0.0003776232,0.0002746276,0.0000542831,0.0003625306],"domain_scores_gemma":[0.9993317,0.00001304368,0.000193788,0.0001257715,0.0001091239,0.0002266156],"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":[0.002251486,0.0001058616,0.1189241,0.00001945504,0.00007284825,0.00009209979,0.00008132092,1.260219e-7,0.8746858,0.00006293749,0.003660481,0.00004344741],"study_design_scores_gemma":[0.004326526,0.01201144,0.1311958,0.00006845325,0.00006862849,0.004659166,0.0002694498,0.000005403844,0.8355118,0.0001000661,0.0115428,0.000240438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954616,0.001323987,0.00009880998,0.002751188,0.0001974686,0.0001095493,0.00004121087,0.00000368949,0.00001247623],"genre_scores_gemma":[0.9953507,0.0002658514,0.00155078,0.002558106,0.0001281881,0.000007928733,0.00004362575,0.00001571565,0.00007916858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03917403,"threshold_uncertainty_score":0.6328229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007097904660000741,"score_gpt":0.2433884925914922,"score_spread":0.2362905879314915,"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."}}