{"id":"W2169962614","doi":"10.3201/eid1205.050854","title":"Web-based Surveillance and Global<i>Salmonella</i>Distribution, 2000–2002","year":2006,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":387,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"British Columbia Centre for Disease Control","keywords":"Salmonella; Web application; Salmonella enterica; Biology; Microbiology; Environmental health; Computational biology; Computer science; World Wide Web; Geography; Medicine; Genetics; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001207629,0.0002292779,0.0001497139,0.002421796,0.0001625795,0.0008732475,0.0003341483,0.0003069756,0.003319787],"category_scores_gemma":[0.004676044,0.0001250311,0.0001196723,0.004950085,0.0001290469,0.0007500637,0.0004313214,0.0003373341,0.0009170374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007504298,"about_ca_system_score_gemma":0.0005493857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04403061,"about_ca_topic_score_gemma":0.04305335,"domain_scores_codex":[0.9994331,0.0001393333,0.00007194019,0.0001374919,0.0001650202,0.00005313418],"domain_scores_gemma":[0.9964451,0.000691203,0.001390164,0.0002045255,0.000948008,0.0003210137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003590143,0.0001755815,0.8806554,0.0002662003,0.00009131482,0.0001677603,0.0005751837,0.0008262196,0.000548678,0.0003349104,0.02800314,0.08799654],"study_design_scores_gemma":[0.00002169163,0.00005038907,0.9835305,0.0000606804,0.00003566169,0.0002511473,0.0002792504,0.001562636,0.0004966725,0.0001022171,0.01359897,0.00001020758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8292276,0.003291733,0.002685275,0.002439008,0.00009553281,0.000216632,0.1357161,0.0006388567,0.02568946],"genre_scores_gemma":[0.9059361,0.001503286,0.003181053,0.0004518768,0.000071407,0.000164255,0.08238763,0.00007367603,0.006230746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04403061,"threshold_uncertainty_score":0.08754861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006506362116374879,"score_gpt":0.2136311383470493,"score_spread":0.2071247762306744,"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."}}