{"id":"W1991900150","doi":"10.1186/1746-6148-6-42","title":"Factors associated with whole carcass condemnation rates in provincially-inspected abattoirs in Ontario 2001-2007: implications for food animal syndromic surveillance","year":2010,"lang":"en","type":"article","venue":"BMC Veterinary Research","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Livestock; Geography; Veterinary medicine; Outbreak; Christian ministry; Environmental health; Animal husbandry; Animal health; Audit; Agriculture; Agricultural science; Medicine; Biology; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00139685,0.0001463625,0.0002487533,0.00008256856,0.0002153773,0.00005728684,0.0003133774,0.0001412036,0.0001452985],"category_scores_gemma":[0.0006685037,0.00006948297,0.00005330735,0.0005006898,0.0001396411,0.0001531178,0.0001133336,0.0003901967,0.000006780038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420225,"about_ca_system_score_gemma":0.0001257061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01055857,"about_ca_topic_score_gemma":0.8658813,"domain_scores_codex":[0.9981492,0.0003485947,0.0002704762,0.000432158,0.0001700813,0.0006295536],"domain_scores_gemma":[0.9984601,0.001120504,0.00007638632,0.00008130854,0.0001612949,0.000100449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003214264,0.0001700963,0.9424132,0.000009184331,0.0000100667,0.000003314517,0.00004653762,0.000004645378,0.05613191,0.0003916197,0.000390688,0.0001073823],"study_design_scores_gemma":[0.0004057207,0.002371494,0.9948364,0.00001410525,0.000002271733,0.000001346183,0.0001799601,0.0002631053,0.00002042218,0.0004334921,0.001318162,0.0001535203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975611,0.00001513922,0.00000212183,0.0006295493,0.00003544559,0.001040498,0.0001195935,0.0000416371,0.000554945],"genre_scores_gemma":[0.9987656,0.000002184613,0.00003547916,0.00001861738,0.00004566399,0.0002657294,0.0005723935,0.000002902148,0.0002914569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8553228,"threshold_uncertainty_score":0.9960302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3146852191455835,"score_gpt":0.3735246876078974,"score_spread":0.05883946846231386,"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."}}