{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001490421,0.0002184078,0.0002595557,0.000009358308,0.0003130319,0.00006181236,0.0001191773,0.00009593363,0.000428419],"category_scores_gemma":[0.0001105483,0.0001054968,0.0001180502,0.0004228337,0.0001245171,0.000072775,0.00004296548,0.00007170136,0.00006506848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007573568,"about_ca_system_score_gemma":0.0000250682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319206,"about_ca_topic_score_gemma":0.001123429,"domain_scores_codex":[0.9985676,0.0001770823,0.0002734536,0.0004182002,0.0001406676,0.0004230417],"domain_scores_gemma":[0.999325,0.000244571,0.000115403,0.00008269915,0.00008138301,0.0001509805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000164262,0.0001216345,0.9734462,0.000007995566,0.000009920156,0.000007346645,0.000001204376,0.0001678294,0.001230548,0.0003094589,0.01958906,0.005092326],"study_design_scores_gemma":[0.0003022863,0.00008205118,0.9353888,0.000009307136,0.00001860061,0.00001550142,0.000008456377,0.0003640557,0.00004026512,0.001230203,0.06229365,0.0002468302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925028,0.002796618,0.00004786947,0.0008509101,0.0002458316,0.0001370921,0.0005507981,0.0004071643,0.002460901],"genre_scores_gemma":[0.9984128,0.00008896618,0.000006236648,0.0004504755,0.0004224142,0.00002364455,0.0004568392,0.000001629213,0.0001369199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04270459,"threshold_uncertainty_score":0.4690888,"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."}}