{"id":"W4308459163","doi":"10.1136/gutjnl-2022-328403","title":"Longitudinal transkingdom gut microbial approach towards decompensation in outpatients with cirrhosis","year":2022,"lang":"en","type":"article","venue":"Gut","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism; Agency for Healthcare Research and Quality; Bausch Health; Office of Research and Development; U.S. Department of Veterans Affairs","keywords":"Decompensation; Archaea; Gut flora; Crenarchaeota; Biology; Eubacterium; Microbiology; Cirrhosis; Internal medicine; Gastroenterology; Medicine; Bacteria; Immunology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000790868,0.0002488054,0.0003379383,0.0006610123,0.000626281,0.0005626233,0.0002141022,0.0003512981,0.001647695],"category_scores_gemma":[0.0015384,0.0002332255,0.0004050836,0.0007389579,0.0002170753,0.0005582118,0.0007862329,0.0006440919,0.0002789451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003965289,"about_ca_system_score_gemma":0.0004913379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003961977,"about_ca_topic_score_gemma":0.005727501,"domain_scores_codex":[0.9996241,0.0001045325,0.00003686301,0.0000800272,0.0000415342,0.0001128399],"domain_scores_gemma":[0.9988494,0.0001095461,0.0004960359,0.00005896268,0.0001484946,0.0003375979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003324214,0.00005972544,0.9976733,0.00001219854,0.00002124882,0.00008145272,0.0001412388,0.00002511502,0.0002109926,0.000009492951,0.00006535217,0.001367364],"study_design_scores_gemma":[0.00000877435,0.000572076,0.9982324,0.00001431134,0.0000222985,0.0002704571,0.0004330261,0.0001875931,0.00007614529,0.00004129014,0.0001372832,0.000004308254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994596,0.0001779367,0.00006622291,0.00003817385,0.000003490922,0.000009114437,0.000128702,0.000001907493,0.0001149608],"genre_scores_gemma":[0.9992811,0.0001004071,0.0001039512,0.00002601312,0.000008839888,0.00001372435,0.0003382268,0.000001030238,0.0001267851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003961977,"threshold_uncertainty_score":0.007877827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269172251934136,"score_gpt":0.2459766041679181,"score_spread":0.2232848816485767,"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."}}