{"id":"W4412198394","doi":"10.1093/ismeco/ycaf116","title":"Expanding the use of circulating microbiome in fish: contrast between the gut and blood microbiome of <i>Sebastes fasciatus</i>","year":2025,"lang":"en","type":"article","venue":"ISME Communications","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Université du Québec à Rimouski; Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Fisheries and Oceans Canada","keywords":"Microbiome; Biology; Dysbiosis; Ecology; Gut microbiome; Zoology; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002144285,0.0002150007,0.0001830651,0.0004941833,0.0003332146,0.0004313323,0.00009646131,0.0002836977,0.0006201105],"category_scores_gemma":[0.0003038905,0.0001193,0.0001701731,0.000218798,0.0004703709,0.000278185,0.0004899545,0.0002227389,0.0001273259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936466,"about_ca_system_score_gemma":0.0002267617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304391,"about_ca_topic_score_gemma":0.007265043,"domain_scores_codex":[0.9998591,0.00002137105,0.000009362643,0.00006069276,0.00002240001,0.00002695769],"domain_scores_gemma":[0.9997335,0.00003467337,0.0001198783,0.00001747258,0.00005143365,0.00004292064],"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":[0.0002984194,0.00002941117,0.2270286,0.00009725652,0.0000379595,0.0001040118,0.0005075306,0.000104009,0.7649815,0.00007897825,0.00007708415,0.006655321],"study_design_scores_gemma":[0.000004778448,0.0002762103,0.9745809,0.00001836645,0.00003343559,0.0002316936,0.0008354615,0.0003424853,0.02285155,0.00007016235,0.0007437987,0.00001115061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990836,0.0001383432,0.0003205016,0.00001955854,0.000003589766,0.000003439556,0.0001215898,0.000005990596,0.0003032932],"genre_scores_gemma":[0.9990194,0.00006013935,0.0005446271,0.00003861687,0.000002325083,0.000007114387,0.0001182961,0.000003212304,0.0002062693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003304391,"threshold_uncertainty_score":0.006570339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286044915428195,"score_gpt":0.3043536496914343,"score_spread":0.2614932005371524,"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."}}