{"id":"W2566902011","doi":"10.3354/dao03093","title":"Diagnostic validation of three test methods for detection of cyprinid herpesvirus 3 (CyHV-3)","year":2016,"lang":"en","type":"article","venue":"Diseases of Aquatic Organisms","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Biology; Diagnostic test; Carp; Virology; Veterinary medicine; Fishery; Fish <Actinopterygii>; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02015145,0.001763399,0.001070061,0.002717172,0.001028853,0.0020773,0.001607119,0.002648432,0.0007304446],"category_scores_gemma":[0.02285714,0.0008051455,0.001660929,0.001651742,0.002606224,0.0007051189,0.001761623,0.001536617,0.000634259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940685,"about_ca_system_score_gemma":0.001887988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00801356,"about_ca_topic_score_gemma":0.01376566,"domain_scores_codex":[0.9615107,0.007444603,0.003268054,0.007081696,0.01958278,0.001112179],"domain_scores_gemma":[0.9756801,0.009914337,0.00321631,0.00221463,0.008522486,0.0004520887],"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":[0.001742636,0.001128572,0.157776,0.001357033,0.0007574218,0.0001649172,0.002237733,0.007711572,0.7524721,0.001026417,0.0008091221,0.07281651],"study_design_scores_gemma":[0.0001472722,0.006130709,0.139507,0.0002757099,0.0009302553,0.001501737,0.0007666969,0.03328249,0.8104613,0.0007213841,0.006010847,0.0002645349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7818083,0.003796453,0.2033644,0.000304949,0.0003548698,0.002265829,0.002634553,0.0007804665,0.004690131],"genre_scores_gemma":[0.7869772,0.001183903,0.2020786,0.0004374729,0.00006551054,0.001557532,0.004284948,0.00011389,0.003301005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02015145,"threshold_uncertainty_score":0.1065723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244983516316899,"score_gpt":0.2740631336883643,"score_spread":0.2616132985251953,"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."}}