{"id":"W4367055595","doi":"10.3390/microorganisms11051126","title":"Gut Microbiome and Associated Metabolites Following Bariatric Surgery and Comparison to Healthy Controls","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Western Australia; Australian Government; National Heart Foundation of Australia; Wellcome Trust","keywords":"Sleeve gastrectomy; Cohort; Medicine; Microbiome; Gut flora; Obesity; Internal medicine; Cohort study; Streptococcus; Physiology; Gastroenterology; Surgery; Weight loss; Gastric bypass; Immunology; Biology; Bioinformatics; Bacteria","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":[0.0002121067,0.0002522105,0.0005034016,0.0005715954,0.0003465224,0.0005138,0.0001341831,0.0003519474,0.0009580294],"category_scores_gemma":[0.0008052218,0.0001632781,0.0003119573,0.0005061378,0.0002134634,0.0002575407,0.0005385281,0.0003764478,0.0001244883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002357624,"about_ca_system_score_gemma":0.0001725518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002919716,"about_ca_topic_score_gemma":0.002699225,"domain_scores_codex":[0.9997885,0.0000279309,0.00002333318,0.00006700927,0.00004046415,0.00005268454],"domain_scores_gemma":[0.9996949,0.00003097462,0.000125036,0.00001823015,0.00003769713,0.00009318419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003495697,0.000354292,0.9841744,0.00009735666,0.000166401,0.0007018648,0.0003953384,0.00004907652,0.004357867,0.00003236227,0.0001588056,0.006016386],"study_design_scores_gemma":[0.000009890734,0.0004878948,0.9987251,0.000006224601,0.0000288858,0.0002199926,0.000257741,0.00003660425,0.00007368154,0.00001157612,0.0001389564,0.000003354397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992478,0.0003241764,0.00003763094,0.00001375326,0.00000708448,0.00001091332,0.0001514565,0.000001495248,0.0002056901],"genre_scores_gemma":[0.9992084,0.0001926675,0.000057855,0.00002007342,0.000009072512,0.00001448753,0.0002656801,0.000001204853,0.0002306614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002919716,"threshold_uncertainty_score":0.005805492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439798989101085,"score_gpt":0.273172881677699,"score_spread":0.2587748917866882,"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."}}