{"id":"W2312779752","doi":"10.1017/s0950268814002027","title":"Stool submission data to help inform population-level incidence rates of enteric disease in a Canadian community","year":2014,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital; University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Incidence (geometry); Campylobacter; Salmonella; Medicine; Population; Epidemiology; Disease; Disease surveillance; Environmental health; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003287542,0.0006043257,0.0004941492,0.008010884,0.001204826,0.00146092,0.00146836,0.0002636362,0.004571294],"category_scores_gemma":[0.01283652,0.0003563337,0.0004515904,0.0114378,0.0003190868,0.0006263491,0.0008824436,0.0006908509,0.0006100083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01502051,"about_ca_system_score_gemma":0.02716891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875174,"about_ca_topic_score_gemma":0.9920565,"domain_scores_codex":[0.9970369,0.0003436745,0.0002973929,0.0002571165,0.001591757,0.000473229],"domain_scores_gemma":[0.9882588,0.0007986826,0.001439371,0.0004190882,0.00837509,0.0007088577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009296582,0.00007386169,0.9150482,0.000533052,0.0001323942,0.00009840259,0.0007554836,0.0008614812,0.000813715,0.0005600667,0.02149259,0.05953776],"study_design_scores_gemma":[0.000009370003,0.00003799523,0.9845707,0.0001557147,0.0000514507,0.00007176529,0.0008181353,0.001234572,0.0004059201,0.000109322,0.01250785,0.00002716536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6766582,0.006068518,0.01347425,0.00384549,0.0002757503,0.001540972,0.2470274,0.001206213,0.04990324],"genre_scores_gemma":[0.9151185,0.003905799,0.02128835,0.000515003,0.00005652432,0.000313096,0.05207125,0.000105026,0.006626437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502051,"threshold_uncertainty_score":0.108982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145952666377626,"score_gpt":0.3431866721985424,"score_spread":0.1972340058209164,"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."}}