{"id":"W4411743989","doi":"10.1111/jfd.70004","title":"Metabarcoding Reveals a Potentially Undescribed Columnaris‐Causing Bacterium in Peracute Skin Disease of Rainbow Trout ( <scp> <i>Oncorhynchus mykiss</i> </scp> , Walbaum)","year":2025,"lang":"en","type":"article","venue":"Journal of Fish Diseases","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Flavobacterium; Biology; Rainbow trout; Aquaculture; Outbreak; Microbiology; Zoology; Bacteria; Fishery; Pseudomonas; Virology; Fish <Actinopterygii>","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":[0.0003497014,0.0006119556,0.0006314793,0.001223476,0.0003853765,0.0008561453,0.0002776162,0.000566401,0.0006536019],"category_scores_gemma":[0.000545278,0.0002070892,0.0008320505,0.001508311,0.0002800438,0.0002479843,0.0005194066,0.0003609505,0.0005829156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000303701,"about_ca_system_score_gemma":0.0006183668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005644437,"about_ca_topic_score_gemma":0.006547433,"domain_scores_codex":[0.9995816,0.00002847411,0.00003750776,0.0001938281,0.00009319016,0.00006532542],"domain_scores_gemma":[0.9996318,0.00005303695,0.0001344582,0.00002704291,0.00009657544,0.00005725366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004322095,0.00008453357,0.05593445,0.0003941611,0.0001140175,0.00108313,0.0006012976,0.0003066607,0.9231191,0.0001138071,0.00039325,0.0174234],"study_design_scores_gemma":[0.00003868617,0.000820253,0.8982874,0.0001858139,0.0007173647,0.003567472,0.001628512,0.002797616,0.07944003,0.000210816,0.01222035,0.00008564603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852716,0.001955298,0.003330215,0.000203271,0.00004914885,0.00009542021,0.008002881,0.0001196053,0.0009726732],"genre_scores_gemma":[0.9669206,0.001120105,0.01475268,0.0002890498,0.0000376682,0.0001072443,0.01462373,0.00007894017,0.002069981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005644437,"threshold_uncertainty_score":0.0112232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008822381033999445,"score_gpt":0.2382239278797421,"score_spread":0.2294015468457427,"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."}}