{"id":"W3137850759","doi":"10.1002/art.41729","title":"Association Between Gut Microbiota and Symptomatic Hand Osteoarthritis: Data From the Xiangya Osteoarthritis Study","year":2021,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Natural Science Foundation of China; Xiangya Hospital, Central South University; National Institute for Health and Care Research","keywords":"Roseburia; Microbiome; Dysbiosis; Osteoarthritis; Gut flora; Population; Biology; Metagenomics; Prevotella; Relative species abundance; Medicine; Internal medicine; Immunology; Bioinformatics; Bacteroides; Pathology; Genetics; Abundance (ecology); Gene; Bacteria; Ecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004884996,0.0002944949,0.0005662895,0.00003717737,0.0005437644,0.0002168754,0.0005131687,0.000348579,0.0001322235],"category_scores_gemma":[0.0004412938,0.0002885634,0.00007028635,0.0001537082,0.0002138311,0.00002408087,0.0008983747,0.0002782071,0.0001155894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002696439,"about_ca_system_score_gemma":0.0002368258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005655719,"about_ca_topic_score_gemma":0.01651201,"domain_scores_codex":[0.9970189,0.0006321479,0.0006320403,0.0009681667,0.00017099,0.0005777217],"domain_scores_gemma":[0.9978575,0.0002695488,0.0002563702,0.001312783,0.0001624713,0.0001413383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003623794,0.0001998114,0.7796525,0.0000336185,0.0004343797,0.00007758371,0.001052499,2.331191e-7,0.1562066,0.00003151422,0.02069085,0.04158422],"study_design_scores_gemma":[0.01229524,0.001483078,0.8395734,0.0005846547,0.0002925849,0.001326933,0.003406104,0.00000668212,0.00792404,0.000354601,0.1317008,0.001051781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658116,0.02972764,0.00004109641,0.002187044,0.0004220109,0.0005338117,0.001157712,0.00002992209,0.00008920939],"genre_scores_gemma":[0.9904763,0.005000061,0.0002892255,0.0006009092,0.0001681326,0.00003565136,0.003158722,0.00004392214,0.0002270532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1482826,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380706712760377,"score_gpt":0.2563149809653284,"score_spread":0.2425079138377246,"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."}}