{"id":"W4407776295","doi":"10.1016/j.foodres.2025.115993","title":"Western diet-based NutriCol medium: A high-pectin, low-inulin culture medium promoted gut microbiota stability and diversity in PolyFermS and M-ARCOL continuous in vitro models","year":2025,"lang":"en","type":"article","venue":"Food Research International","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Inulin; Pectin; Food science; Gut flora; In vitro; Chemistry; Microbiology; Biology; Biochemistry","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":[0.0003108525,0.0005493213,0.0003346807,0.0003091743,0.0001496235,0.0005942038,0.00023766,0.000282682,0.0007991974],"category_scores_gemma":[0.0002671696,0.0001280753,0.000356102,0.0002543198,0.0002067063,0.0003922259,0.0004976625,0.0004884045,0.0001961746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091567,"about_ca_system_score_gemma":0.0002386434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009532215,"about_ca_topic_score_gemma":0.001776097,"domain_scores_codex":[0.999733,0.00005814663,0.00002817516,0.00007624638,0.0000652079,0.00003929306],"domain_scores_gemma":[0.9997682,0.0000448778,0.00008164749,0.00002373204,0.00003639122,0.00004524095],"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":[0.0003918268,0.00008935184,0.0008410371,0.00008208406,0.000007561927,0.00008890381,0.00004604731,0.0001040382,0.9962759,0.0000368337,0.00002695228,0.002009477],"study_design_scores_gemma":[0.00001650614,0.00214536,0.01268919,0.00003726561,0.00004861502,0.0002352788,0.0001652583,0.001040307,0.9810957,0.00003253862,0.002477319,0.0000166355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962111,0.0007240666,0.0018408,0.00004267603,0.00002191967,0.00004622704,0.000246373,0.0000259746,0.0008409122],"genre_scores_gemma":[0.9877659,0.0009622211,0.008143909,0.00008004528,0.00001303461,0.0001072199,0.0006689331,0.00002690658,0.002231728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009532215,"threshold_uncertainty_score":0.002673626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832774903496794,"score_gpt":0.3244694892637439,"score_spread":0.286141740228776,"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."}}