{"id":"W2375605384","doi":"10.1155/2016/4703406","title":"Gut Microbiota and Metagenomic Advancement in Digestive Disease","year":2016,"lang":"en","type":"article","venue":"Gastroenterology Research and Practice","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Alcohol Abuse and Alcoholism","keywords":"Gut flora; Medicine; Disease; Fatty liver; Cirrhosis; Dysbiosis; Metagenomics; Nonalcoholic fatty liver disease; Alcoholic liver disease; Fecal bacteriotherapy; Microbiome; Liver disease; Clostridium difficile; Immunology; Bioinformatics; Antibiotics; Gastroenterology; Microbiology; Biology; Pathology","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":[0.001910432,0.0004740465,0.0006654848,0.00273619,0.000363825,0.001606229,0.0002672758,0.0004841326,0.001694448],"category_scores_gemma":[0.001687153,0.0002366851,0.0005488691,0.003186608,0.0005184361,0.001052324,0.001395984,0.001045909,0.0002248012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004177178,"about_ca_system_score_gemma":0.0005765513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008697962,"about_ca_topic_score_gemma":0.001845254,"domain_scores_codex":[0.9994044,0.0002663904,0.00004344795,0.0001396477,0.00008675384,0.0000593186],"domain_scores_gemma":[0.999289,0.0002116401,0.0001912209,0.00008956149,0.00009887909,0.0001197112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00167162,0.0002028763,0.5557639,0.003058481,0.002636983,0.0008888185,0.001421768,0.001545709,0.1033339,0.01205217,0.003429164,0.3139946],"study_design_scores_gemma":[0.0000325262,0.0003437542,0.9114237,0.0009873082,0.0008321997,0.001713401,0.001199433,0.002567139,0.006797679,0.02254912,0.05147341,0.0000803197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.515833,0.4343102,0.02439878,0.01042335,0.0009631483,0.0000804763,0.004797191,0.0002250759,0.00896871],"genre_scores_gemma":[0.8560544,0.1057942,0.03220118,0.002017597,0.001069765,0.00006426511,0.001427585,0.00007305083,0.001297942],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00273619,"threshold_uncertainty_score":0.01010346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866371070638106,"score_gpt":0.3754686597261493,"score_spread":0.3368049490197682,"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."}}