{"id":"W2164888300","doi":"10.1503/cmaj.1041038","title":"Enhanced surveillance for Salmonella Newport","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Public Health Agency of Canada","funders":"","keywords":"Salmonella enterica; Salmonella; Serotype; Epidemiology; Health surveillance; Epidemiological surveillance; Medicine; Disease surveillance; Epidemiologic Surveillance; Environmental health; Virology; Biology; Pathology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001651939,0.0003592724,0.0001681664,0.00149769,0.0003655052,0.0005783105,0.0006471213,0.0005125971,0.004097245],"category_scores_gemma":[0.002826314,0.0001737451,0.0001910493,0.0006454312,0.0003027614,0.000633593,0.001023325,0.0006376441,0.0003396403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637414,"about_ca_system_score_gemma":0.002694689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08794843,"about_ca_topic_score_gemma":0.1020769,"domain_scores_codex":[0.9985613,0.000368033,0.0001192685,0.0002554116,0.0005156991,0.0001803363],"domain_scores_gemma":[0.9962281,0.0003025011,0.0009394236,0.0001698155,0.001681221,0.0006789005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003592688,0.0002523325,0.8399011,0.0009117651,0.00006161477,0.001197026,0.0007210902,0.0005842934,0.00666811,0.0002980847,0.02637081,0.1226746],"study_design_scores_gemma":[0.00002319733,0.0005497677,0.9527121,0.0005246326,0.00004131749,0.002721034,0.0007161545,0.0005932803,0.001548441,0.00008029772,0.04046728,0.00002237437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311664,0.008401996,0.003186806,0.009758818,0.0005195337,0.0005552117,0.007235765,0.0004876385,0.03868789],"genre_scores_gemma":[0.9723436,0.004500504,0.008682638,0.00238099,0.0003863779,0.0001202483,0.004696816,0.00001842411,0.006870619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9120516,"threshold_uncertainty_score":0.1748731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221461951990933,"score_gpt":0.2294775796044129,"score_spread":0.2172629600845035,"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."}}