{"id":"W3188833741","doi":"10.1099/mgen.0.000639","title":"Association between metabolic status and gut microbiome in obese populations","year":2021,"lang":"en","type":"article","venue":"Microbial Genomics","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Key Clinical Specialty Discipline Construction Program of China; Chinese People’s Liberation Army; Southwest Hospital; Sanming Project of Medicine in Shenzhen; National Natural Science Foundation of China","keywords":"Gut microbiome; Association (psychology); Microbiome; Obesity; Biology; Medicine; Internal medicine; Genetics; Psychology","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":[0.0001783268,0.0001415514,0.0002179826,0.00007487379,0.00009191503,0.00005070823,0.00007636739,0.0002286924,0.00002626695],"category_scores_gemma":[0.00004966588,0.0001707884,0.00006006889,0.0001579128,0.0000254458,0.000005037659,0.000139389,0.0001299411,0.00002391258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168277,"about_ca_system_score_gemma":0.0002409873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001962874,"about_ca_topic_score_gemma":0.001924503,"domain_scores_codex":[0.9988369,0.00008780466,0.0002903334,0.0003472524,0.00003883891,0.0003988518],"domain_scores_gemma":[0.9995118,0.000009181406,0.0001001864,0.0002077028,0.00007855037,0.00009260005],"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":[0.000008519209,0.0000324975,0.1113143,0.00001447649,0.0000381723,0.000001641777,0.0001209917,0.00001009813,0.8866108,0.00004111055,0.001265187,0.0005422531],"study_design_scores_gemma":[0.001018593,0.0000322104,0.4955969,0.0000113163,0.00005654274,0.00001479068,0.00006659183,0.000002291708,0.2289781,0.00007361697,0.2738774,0.0002716284],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961594,0.002652033,0.00006073726,0.0004030742,0.0001846211,0.0001418874,0.0002702927,0.000007885004,0.0001200485],"genre_scores_gemma":[0.991179,0.001687763,0.003074836,0.0004996854,0.0003104016,0.000004079925,0.001452896,0.00003059427,0.001760667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6576326,"threshold_uncertainty_score":0.6964551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578785445639869,"score_gpt":0.265819349424443,"score_spread":0.2500314949680443,"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."}}