{"id":"W4405798411","doi":"10.1016/j.cvex.2024.11.004","title":"Fish Gastroenterology","year":2024,"lang":"en","type":"review","venue":"Veterinary Clinics of North America Exotic Animal Practice","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep de Saint Hyacinthe; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Fish <Actinopterygii>; Medicine; Internal medicine; Gastroenterology; Biology; Fishery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003362898,0.0007850848,0.002399222,0.0002974934,0.0001047513,0.00003739236,0.0008818826,0.0004495159,0.000527015],"category_scores_gemma":[0.0005689848,0.0006404744,0.001150283,0.0004396199,0.0006576117,0.0002504617,0.000932825,0.001383166,0.005424927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006575204,"about_ca_system_score_gemma":0.0002458971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002465488,"about_ca_topic_score_gemma":0.000006850416,"domain_scores_codex":[0.9958348,0.0009538969,0.0015187,0.0009688073,0.00007890902,0.0006448333],"domain_scores_gemma":[0.9965088,0.0009463645,0.00157739,0.0007574231,0.0001405992,0.00006940029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001669071,0.0009985213,0.00001585734,0.01680877,0.005426655,0.001423339,0.0001091862,4.626577e-7,0.00001734571,0.00004566712,0.08198385,0.8915012],"study_design_scores_gemma":[0.0003187354,0.003930144,0.00002343058,0.001667796,0.00986902,0.001585314,0.0001004336,6.662546e-7,8.361426e-8,0.000002655693,0.9820729,0.0004287897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003598209,0.9951243,0.00005305908,0.0002053776,0.001341828,0.0007884141,0.0007797272,0.0001469812,0.001200459],"genre_scores_gemma":[0.0008031914,0.9941952,0.0003958173,0.0008254004,0.0001320847,0.00006242422,0.001961302,0.0001101902,0.001514368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9000891,"threshold_uncertainty_score":0.9996046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07307625368849673,"score_gpt":0.3602450886437247,"score_spread":0.287168834955228,"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."}}