{"id":"W2021101331","doi":"10.1186/1471-2458-12-970","title":"A descriptive study of reportable gastrointestinal illnesses in Ontario, Canada, from 2007 to 2009","year":2012,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Public Health Agency of Canada","funders":"","keywords":"Medicine; Outbreak; Epidemiology; Typhoid fever; Incidence (geometry); Shigellosis; Public health; Campylobacteriosis; Environmental health; Hepatitis A; Pediatrics; Hepatitis; Internal medicine; Shigella; Campylobacter; Salmonella; Virology","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":[0.0002981887,0.0004042439,0.0003973879,0.001650569,0.002161088,0.0009271424,0.0009123408,0.0003060872,0.001873802],"category_scores_gemma":[0.001206905,0.0003708808,0.0004129337,0.004660015,0.0006579314,0.0004043722,0.0007662169,0.0003994514,0.0002358381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02371886,"about_ca_system_score_gemma":0.02982803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866383,"about_ca_topic_score_gemma":0.9928526,"domain_scores_codex":[0.9992996,0.00002011284,0.0000667965,0.0001022073,0.000286795,0.0002245051],"domain_scores_gemma":[0.998295,0.00005318454,0.0005317888,0.00003464251,0.0007726937,0.000312661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004319129,0.00002421784,0.9943605,0.0001037048,0.00001967164,0.0003089418,0.001525267,0.00003230223,0.0002383691,0.00002521684,0.00121439,0.002104331],"study_design_scores_gemma":[0.00000323099,0.00002816004,0.9960969,0.00003438698,0.00001003577,0.000149156,0.001919819,0.00004752272,0.00003340683,0.000004632825,0.001667348,0.000005317338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770809,0.0007814901,0.0001132079,0.0001878637,0.00001452304,0.0002505932,0.01750394,0.00001951122,0.004047951],"genre_scores_gemma":[0.9917328,0.0008826867,0.0002089602,0.0001971089,0.00001277589,0.0001017759,0.005270188,0.000008417684,0.001585182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02371886,"threshold_uncertainty_score":0.1720932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0474452340440611,"score_gpt":0.2847533613224978,"score_spread":0.2373081272784368,"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."}}