{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003715482,0.000108588,0.0003109668,0.00005340551,0.0002003486,0.000004930499,0.0001986233,0.0001395149,0.00005950974],"category_scores_gemma":[0.00671412,0.00004676706,0.00002813634,0.0002278773,0.0000649338,0.0001918263,0.0001496825,0.0002061064,0.00001061837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004266687,"about_ca_system_score_gemma":0.00001569289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7175023,"about_ca_topic_score_gemma":0.7159263,"domain_scores_codex":[0.9977332,0.001286472,0.0004190302,0.0002223554,0.00003648881,0.0003024751],"domain_scores_gemma":[0.9976599,0.001700956,0.0001390725,0.0001615939,0.00003596338,0.0003025261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000368481,0.00002073549,0.9743479,0.000009491012,0.000002848244,2.121961e-7,0.00003185543,0.00005304663,0.0006483655,0.0002746634,0.0002592801,0.0243147],"study_design_scores_gemma":[0.00006610705,0.0001644689,0.9910665,0.00003329392,0.000005515376,0.000003169526,0.00001716015,0.001730583,0.00001234628,0.002610299,0.004197657,0.00009296123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976691,0.00005709496,0.00007000373,0.001756287,0.0001342231,0.0001514351,0.00004917784,0.00001498318,0.00009768436],"genre_scores_gemma":[0.9976251,0.0001038389,0.00006741114,0.001585622,0.00007338751,0.00001143236,0.000508987,6.866962e-7,0.00002350632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02422174,"threshold_uncertainty_score":0.8037913,"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."}}