{"id":"W2763327265","doi":"10.24870/cjb.2017-a107","title":"Differential effects of whisky brands on human gut microbiome and fecal metabolome","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Biotechnology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metabolome; Feces; Microbiome; Gut microbiome; Biology; Gut bacteria; Differential effects; Metabolomics; Human feces; Food science; Microbiology; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000876438,0.0001372418,0.0003179905,0.0002950934,0.0002679333,0.00003009054,0.0004157464,0.0004789019,0.00001870324],"category_scores_gemma":[0.000107137,0.0001222778,0.00009339788,0.00003437999,0.0005323229,0.000004673281,0.00005345657,0.0002548665,0.000001912785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000222396,"about_ca_system_score_gemma":0.0002601374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006959714,"about_ca_topic_score_gemma":0.004679683,"domain_scores_codex":[0.9991941,0.00003258196,0.0002627512,0.0001765423,0.00004152017,0.0002925363],"domain_scores_gemma":[0.9989601,0.000007524027,0.0003411541,0.0003935272,0.00006201096,0.0002357242],"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":[0.00002984078,0.0000196446,0.001523224,0.00004625274,0.00007130937,0.00003647176,0.00002138096,1.968804e-7,0.9939643,0.0006492402,0.0008584457,0.002779671],"study_design_scores_gemma":[0.001352377,0.001282333,0.04904775,0.00006936264,0.00004778632,0.0001915008,0.0000136034,5.447941e-7,0.9293322,0.0001123239,0.01841111,0.000139111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969308,0.000997749,0.00006930303,0.001394761,0.0004012652,0.00008906741,0.00002623909,0.000002371271,0.00008841107],"genre_scores_gemma":[0.9992756,0.0002225034,0.0001031204,0.0001237396,0.0001303245,7.470607e-7,0.00000772201,0.00001420506,0.0001220551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06463213,"threshold_uncertainty_score":0.4986342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008843319283144004,"score_gpt":0.2597772453408614,"score_spread":0.2509339260577174,"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."}}