{"id":"W3153202197","doi":"10.3389/fmicb.2021.631468","title":"Metabolic Alterations in Shrimp Stomach During Acute Hepatopancreatic Necrosis Disease and Effects of Taurocholate on Vibrio parahaemolyticus","year":2021,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cheng Kung University; University of Calgary; Ministry of Science and Technology","keywords":"Vibrio parahaemolyticus; Shrimp; Microbiology; Biology; Biofilm; Toxin; Metabolomics; Fatty acid; Bile acid; Taurocholic acid; Vibrio; Bacteria; Nonalcoholic fatty liver disease; Biochemistry; Disease; Fatty liver; Bioinformatics; Medicine; Internal medicine; Fishery","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":[0.000148588,0.0003991342,0.0005383937,0.0005224939,0.0002561473,0.0004246107,0.0001024543,0.0003287942,0.000615466],"category_scores_gemma":[0.0002514827,0.0001512212,0.0005307096,0.0006014113,0.0001704047,0.0003411802,0.0003883416,0.0003349214,0.0001348579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262995,"about_ca_system_score_gemma":0.0002510934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496066,"about_ca_topic_score_gemma":0.002297547,"domain_scores_codex":[0.9998447,0.00002148637,0.00001976558,0.00003982109,0.00004048071,0.00003362825],"domain_scores_gemma":[0.9998481,0.00001661095,0.00006043167,0.000009245808,0.00003754464,0.00002803032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009857136,0.00006192653,0.01632705,0.0003359752,0.00005601718,0.0002778207,0.0001292414,0.0001746431,0.9748473,0.00002507045,0.00009660108,0.006682656],"study_design_scores_gemma":[0.00004153267,0.002360479,0.5501462,0.0001017301,0.00029658,0.0008576279,0.000900525,0.001382111,0.4392524,0.0002108106,0.004394173,0.00005582365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931942,0.003812627,0.0004971666,0.00007752675,0.00002199803,0.00001907051,0.001831708,0.00002342292,0.0005222925],"genre_scores_gemma":[0.9923227,0.002603042,0.001265068,0.0001104212,0.00001090786,0.00003458936,0.002647511,0.000009507712,0.0009962183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001496066,"threshold_uncertainty_score":0.002974749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003384147073391288,"score_gpt":0.2068160397528553,"score_spread":0.203431892679464,"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."}}