{"id":"W4213114650","doi":"10.1093/jcag/gwab049.233","title":"A234 IN VITRO GUT MICROBIOME AND METABOLITE RESPONSES TO RESISTANT STARCH ARE INDIVIDUALIZED","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Genome Canada","keywords":"Metabolite; Metabolomics; Microbiome; Biology; Fermentation; Computational biology; Food science; Biochemistry; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006015704,0.0005090066,0.0004614114,0.0002677091,0.0002418712,0.0008630584,0.0002142008,0.0003811085,0.001655965],"category_scores_gemma":[0.0008349153,0.0002197044,0.0006045999,0.00038967,0.0003105545,0.0003118187,0.0006058147,0.0007007709,0.0005251369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002863857,"about_ca_system_score_gemma":0.0002992247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008377619,"about_ca_topic_score_gemma":0.0008121379,"domain_scores_codex":[0.9992023,0.0002475264,0.0000664181,0.0002269196,0.0001576569,0.00009911152],"domain_scores_gemma":[0.9992548,0.00018967,0.0001947803,0.0001468261,0.000118394,0.00009555454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000949431,0.0001589654,0.01320889,0.0001024173,0.00007550947,0.0001071481,0.00007864633,0.001141741,0.9779363,0.0001176724,0.000260776,0.005862379],"study_design_scores_gemma":[0.00007009944,0.003782331,0.1266682,0.00005126941,0.0002095025,0.0006598551,0.0003583574,0.009273661,0.8506628,0.0005171878,0.007701079,0.00004560196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869299,0.0008492784,0.007866449,0.0001719951,0.00006877682,0.00008490423,0.00251118,0.00009666895,0.001420807],"genre_scores_gemma":[0.983178,0.0005160939,0.009952806,0.0002659734,0.00002448037,0.0001944082,0.004223285,0.00004857137,0.001596469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001655965,"threshold_uncertainty_score":0.005539775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008104954110775449,"score_gpt":0.2425407651416861,"score_spread":0.2344358110309107,"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."}}