{"id":"W3099324828","doi":"10.1210/clinem/dgaa848","title":"The Gut Microbiome in Polycystic Ovary Syndrome and Its Association with Metabolic Traits","year":2020,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Novo Nordisk Fonden; Ettevõtluse Arendamise Sihtasutus; Terveyden ja hyvinvoinnin laitos; Socialdepartementet; Oulun Yliopisto; Eesti Teadusagentuur","keywords":"Polycystic ovary; Gut microbiome; Microbiome; Biology; Metabolic syndrome; Association (psychology); Physiology; Insulin resistance; Bioinformatics; Endocrinology; Psychology; Obesity","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":[0.0004935819,0.000229854,0.0002331532,0.0007727746,0.0003133203,0.0005335715,0.0001594538,0.0004935128,0.001281173],"category_scores_gemma":[0.0017586,0.0001366842,0.0002945146,0.0009031675,0.0003284067,0.0002429429,0.000427042,0.0003117961,0.00009769062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866602,"about_ca_system_score_gemma":0.0002473345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862182,"about_ca_topic_score_gemma":0.002099416,"domain_scores_codex":[0.9997514,0.00008766704,0.00002534325,0.00005674884,0.00004387972,0.00003496608],"domain_scores_gemma":[0.9991499,0.0002098529,0.0004337524,0.0000418976,0.00006057075,0.0001039171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002313983,0.00001561769,0.9963391,0.00002633954,0.00005480065,0.0001223096,0.0000507078,0.00002707745,0.001282798,0.00001413586,0.00003136602,0.001804422],"study_design_scores_gemma":[0.000002792008,0.00005469321,0.9992835,0.00000813094,0.00002291097,0.0003519242,0.00005613094,0.00005259629,0.00007703952,0.0000213036,0.00006737537,0.000001642201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980578,0.001436736,0.0001058345,0.00005436414,0.000007191129,0.000004400735,0.0001603306,0.000002158304,0.0001711674],"genre_scores_gemma":[0.9990535,0.000494307,0.0002124963,0.00001636962,0.0000134099,0.000005121666,0.0001340274,8.468148e-7,0.00006980864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001862182,"threshold_uncertainty_score":0.004285932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658565029412847,"score_gpt":0.3180419420732861,"score_spread":0.2914562917791577,"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."}}