{"id":"W2041927970","doi":"10.1016/j.prevetmed.2010.02.014","title":"A prospective matched nested case–control study of bacterial gill disease outbreaks in Ontario, Canada government salmonid hatcheries","year":2010,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Guelph","funders":"","keywords":"Outbreak; Hatchery; Fishery; Biology; Fish <Actinopterygii>; Environmental health; Veterinary medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003098582,0.000327838,0.0005946537,0.0000617438,0.0001008821,0.000006751745,0.0002253906,0.00009669866,0.003296958],"category_scores_gemma":[0.0001083361,0.0002619305,0.00006545315,0.0001266247,0.0002221019,0.0001062545,0.0001745881,0.0004136357,0.000005486017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002739556,"about_ca_system_score_gemma":0.0002236888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5949267,"about_ca_topic_score_gemma":0.9434615,"domain_scores_codex":[0.9982019,0.0003166886,0.000528267,0.0004701242,0.0001341827,0.0003488357],"domain_scores_gemma":[0.9991224,0.00009671013,0.0002572681,0.0003823143,0.00006713884,0.0000741347],"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":[0.008162596,0.002360607,0.3177316,0.0001131718,0.001129785,0.00511934,0.0114642,0.000001975571,0.6512761,0.00007784905,0.001740829,0.0008219552],"study_design_scores_gemma":[0.01137564,0.002000015,0.9639987,0.0001154641,0.0005334069,0.0002484839,0.01319652,0.000001124521,0.001061544,0.00003157806,0.007107488,0.0003300906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956917,0.0001837278,0.00000720566,0.000185643,0.001154234,0.001886106,0.0002287933,0.00002367266,0.0006388987],"genre_scores_gemma":[0.9960065,0.000002587757,0.0000123555,0.0000627205,0.00004463883,0.0001781136,0.00008796518,0.00002101431,0.00358414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6502145,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009841111876352157,"score_gpt":0.2276901550651757,"score_spread":0.2178490431888236,"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."}}