{"id":"W4293659729","doi":"10.1016/j.foodres.2022.111890","title":"Influence of free and immobilized chitosan on a defined human gut microbial ecosystem","year":2022,"lang":"en","type":"article","venue":"Food Research International","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"European Regional Development Fund; Agencia Estatal de Investigación; Generalitat Valenciana","keywords":"Chitosan; Clostridium; Food science; Gut flora; Strain (injury); Fermentation; Eubacterium; Lactobacillus; Microbial population biology; Microbiology; Enterococcus; Metagenomics; Chemistry; Biology; Enterococcus faecalis; Bacteria; Biochemistry; Antibiotics; Staphylococcus aureus","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":[0.0002376981,0.0002182991,0.0001739026,0.0001327064,0.0001473598,0.0004778827,0.0001650823,0.0002284786,0.001352533],"category_scores_gemma":[0.0003549581,0.0001046397,0.0001797208,0.0001100215,0.0003577861,0.0001287961,0.0002587161,0.0002222659,0.00009917089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917987,"about_ca_system_score_gemma":0.0003242268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003125211,"about_ca_topic_score_gemma":0.00408287,"domain_scores_codex":[0.9997801,0.00007394503,0.00001167824,0.00004272237,0.00003499325,0.00005649376],"domain_scores_gemma":[0.999843,0.00005526566,0.0000209853,0.00001172109,0.0000220559,0.00004695178],"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":[0.002278164,0.00005465465,0.0008757888,0.00006542477,0.00002385083,0.00009425967,0.00004342531,0.0001978465,0.994829,0.00006537806,0.00003448531,0.00143769],"study_design_scores_gemma":[0.00008346484,0.00224899,0.01112456,0.00001614057,0.00009000454,0.0001276539,0.0001805466,0.001050642,0.9839902,0.00003857316,0.001034878,0.00001441621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984816,0.0004638587,0.0001968968,0.00002692057,0.00001792642,0.000009620318,0.00009994683,0.000005330759,0.0006979058],"genre_scores_gemma":[0.9989697,0.0001695342,0.0003288619,0.00003050298,0.000005693191,0.000004793809,0.00006956182,0.000003866981,0.0004175511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003125211,"threshold_uncertainty_score":0.006214082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152835885202065,"score_gpt":0.3470374823584499,"score_spread":0.3155091235064293,"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."}}