{"id":"W2029687171","doi":"10.1016/j.prevetmed.2013.03.012","title":"Standards for reporting surveillance information in freedom from infection models by example of Trichinella in Canadian market hogs","year":2013,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency; University of Prince Edward Island","funders":"Canadian Food Inspection Agency","keywords":"Negotiation; Trichinella; Work (physics); Trichinella spiralis; Business; Computer science; Marketing; Political science; Engineering; Biology; Ecology","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":[0.001274473,0.0001362768,0.0004320932,0.0003972261,0.00002642963,0.000007657401,0.00004951486,0.00005697631,0.0004023733],"category_scores_gemma":[0.001697154,0.0001128735,0.00005542813,0.0002766398,0.00006601335,0.0003355666,0.00002146494,0.000101338,0.000002202567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004948,"about_ca_system_score_gemma":0.0004136489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.720061,"about_ca_topic_score_gemma":0.03074713,"domain_scores_codex":[0.9980945,0.0001243654,0.0009110437,0.000189635,0.0003376714,0.0003427615],"domain_scores_gemma":[0.998684,0.0002297194,0.000357371,0.0001967438,0.0002497657,0.0002824319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002044063,0.0004590382,0.9412701,0.00063786,0.000214988,0.0001380946,0.00125387,0.0001537227,0.00304292,0.00003457427,0.01319295,0.03755787],"study_design_scores_gemma":[0.006254966,0.002001102,0.9635782,0.0006300988,0.00002896174,0.00001849027,0.0001372946,0.02220294,0.00009414006,0.001132089,0.003799767,0.0001219417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991749,0.0005748823,0.002126103,0.0003386758,0.00008017318,0.001582504,0.0004904661,0.00001180984,0.003046351],"genre_scores_gemma":[0.998192,0.0002045514,0.0003217712,0.00004234445,0.00003615928,0.0003068069,0.000736539,0.000009844651,0.0001500177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6893139,"threshold_uncertainty_score":0.9869392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04262575089337228,"score_gpt":0.3525649457061629,"score_spread":0.3099391948127906,"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."}}