{"id":"W2327354205","doi":"10.3354/dao02322","title":"Histochemical and ultrastructural analysis of pathology and cell responses in gills of channel catfish affected with proliferative gill disease","year":2010,"lang":"en","type":"article","venue":"Diseases of Aquatic Organisms","topic":"Myxozoan Parasites in Aquatic Species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Fisheries and Oceans Canada","funders":"","keywords":"Gill; Ictalurus; Biology; Catfish; Parasite hosting; Ultrastructure; Bay; Zoology; Pathology; Anatomy; Fishery; Fish <Actinopterygii>; Medicine; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.00008584149,0.0001719492,0.000437415,0.0001775797,0.00001983924,0.000005291809,0.0001237293,0.0000871654,0.00004025516],"category_scores_gemma":[0.0007495826,0.0001424467,0.00006187186,0.0002733549,0.0007120924,0.000006357893,0.00006847543,0.00007153957,1.626553e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006642704,"about_ca_system_score_gemma":0.0001029365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000251826,"about_ca_topic_score_gemma":0.00007634128,"domain_scores_codex":[0.9989508,0.00009615005,0.0003232107,0.0003204493,0.0001589762,0.0001504079],"domain_scores_gemma":[0.9990525,0.0001433103,0.0002406566,0.0003385713,0.00008964021,0.0001352701],"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":[0.0005823615,0.0001542172,0.2483068,0.00009482153,0.0001417388,0.00001073406,0.0003385351,0.00001255137,0.7502459,0.00004634443,0.00001226827,0.00005376551],"study_design_scores_gemma":[0.0007068915,0.0003140692,0.537245,0.00001674229,0.0005793357,0.000006789253,0.0001693521,0.0002476941,0.4604502,0.0001267395,0.000001409005,0.000135672],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987428,0.0004643102,0.0001637289,0.00003387381,0.00002108914,0.0002649816,0.00028173,0.000003954498,0.00002349749],"genre_scores_gemma":[0.9984621,0.00003425652,0.001256529,0.00002641873,0.00001460647,0.0000130719,0.00014703,0.0000156597,0.00003032441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2897956,"threshold_uncertainty_score":0.5808808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003269186736492149,"score_gpt":0.2225146818761216,"score_spread":0.2192454951396295,"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."}}