{"id":"W3046164942","doi":"10.1111/jfd.13226","title":"Bayesian estimation of diagnostic sensitivity and specificity of a qPCR and a bacteriological culture method for <i>Piscirickettsia salmonis</i> in farmed Atlantic salmon (<i>Salmo salar</i> L.) in Chile","year":2020,"lang":"en","type":"article","venue":"Journal of Fish Diseases","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Outbreak; Biology; Salmo; Veterinary medicine; Virology; Fishery; Fish <Actinopterygii>; Medicine","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":[0.0002811418,0.0001778503,0.0006307409,0.0001109256,0.00003557513,0.00001448385,0.00009218675,0.0001400421,0.00001958338],"category_scores_gemma":[0.001063644,0.0001377298,0.0001330333,0.0001734247,0.0001570149,0.0001390119,0.00007183685,0.0001921168,4.74605e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001895143,"about_ca_system_score_gemma":0.00003884912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002773233,"about_ca_topic_score_gemma":0.00004281714,"domain_scores_codex":[0.9986502,0.00032454,0.0005658783,0.0002206962,0.00004687545,0.0001918026],"domain_scores_gemma":[0.998699,0.0006501088,0.0004297852,0.00007825476,0.00007558249,0.00006728042],"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":[0.004203455,0.001451612,0.4024419,0.001462073,0.0003861421,0.0002320413,0.002425892,0.0002710053,0.5647576,0.0002018623,0.01039763,0.01176872],"study_design_scores_gemma":[0.004169498,0.0006941244,0.9818289,0.000462563,0.0004433151,0.0001009738,0.0007196362,0.0004061419,0.009229374,0.0002131933,0.001474011,0.0002582964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937337,0.002283299,0.002020504,0.001169395,0.00005540727,0.0004339332,0.0002766384,0.000007917593,0.00001921244],"genre_scores_gemma":[0.9980868,0.0004687213,0.0009456415,0.0003522532,0.00003062974,0.000005486648,0.00009559637,0.000009139619,0.000005782943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5793869,"threshold_uncertainty_score":0.5616457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145254165164673,"score_gpt":0.2496865740236354,"score_spread":0.2382340323719886,"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."}}