{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003734672,0.0001986994,0.000193465,0.0006590727,0.0003420491,0.0003760092,0.0001022508,0.0002358294,0.001008522],"category_scores_gemma":[0.0008826913,0.0001310262,0.0001853317,0.0005593557,0.0001997051,0.0001817434,0.0004206103,0.0002230145,0.00005795759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801023,"about_ca_system_score_gemma":0.0001314193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004600178,"about_ca_topic_score_gemma":0.006173788,"domain_scores_codex":[0.9998271,0.00004238082,0.00001522262,0.00004584474,0.00002949848,0.0000400453],"domain_scores_gemma":[0.9996953,0.00003721649,0.0001467296,0.00002727557,0.0000289407,0.0000645858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001918765,0.00001616553,0.9948311,0.00000914977,0.00005002238,0.00004596738,0.00008907272,0.00002689736,0.002946987,0.00002430067,0.00002447088,0.00174402],"study_design_scores_gemma":[0.000001377668,0.00002128511,0.9997149,0.000001649619,0.000007683672,0.0000418753,0.00005910305,0.00004784294,0.00005098724,0.00001418583,0.00003801407,0.000001015856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996232,0.0001075728,0.00005071319,0.00001568988,0.000001617731,0.000001779658,0.0000608693,7.590825e-7,0.0001377492],"genre_scores_gemma":[0.9997116,0.00005629316,0.00006811889,0.00001343349,0.000002607752,0.000002312774,0.00007580841,9.810074e-7,0.00006878239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004600178,"threshold_uncertainty_score":0.00914681,"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."}}