{"id":"W4407246613","doi":"10.1016/j.aquaculture.2025.742262","title":"Integrated transcriptomics and metabolomics uncover metabolites and pathways in American bullfrog (Aquarana catesbeiana) response to Elizabethkingia miricola infection","year":2025,"lang":"en","type":"article","venue":"Aquaculture","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Basic and Applied Basic Research Foundation of Guangdong Province","keywords":"Bullfrog; Biology; Metabolomics; Transcriptome; Computational biology; Bioinformatics; Ecology; Genetics; Gene expression; Gene","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":[0.00008668718,0.0002444572,0.0002407051,0.0003129653,0.0002898448,0.0002957989,0.0001330119,0.0003174165,0.0006215237],"category_scores_gemma":[0.00007617044,0.0001817684,0.0001926848,0.0002089564,0.0001880169,0.0002249494,0.0002228751,0.0003060259,0.0001212902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000293245,"about_ca_system_score_gemma":0.0002713876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005929959,"about_ca_topic_score_gemma":0.0211859,"domain_scores_codex":[0.999935,0.000005272305,0.000002673546,0.00002723573,0.00001462233,0.00001513011],"domain_scores_gemma":[0.9999486,0.000007915091,0.00001334332,0.00000306053,0.00001535159,0.00001172519],"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":[0.0001519897,0.00002669456,0.006022989,0.00002938304,0.00001551344,0.00004329774,0.00005580071,0.00004925935,0.9924641,0.00003619111,0.00004346054,0.001061361],"study_design_scores_gemma":[0.00001411432,0.000342116,0.9321152,0.00001444801,0.00007180564,0.000145999,0.0005739155,0.001694641,0.06352632,0.0001326943,0.00135422,0.00001450961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983658,0.0002597939,0.000353094,0.00005959342,0.000006567775,0.000009512412,0.0005588003,0.00001227755,0.0003745836],"genre_scores_gemma":[0.9946235,0.0002505376,0.001180866,0.0002070168,0.000005381089,0.00002938526,0.001141658,0.000008874218,0.002552813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005929959,"threshold_uncertainty_score":0.01179087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006597882182225423,"score_gpt":0.2312160485086873,"score_spread":0.2246181663264618,"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."}}