{"id":"W2902953847","doi":"10.1089/fpd.2018.2545","title":"Estimated Annual Deaths, Hospitalizations, and Emergency Department and Physician Office Visits from Foodborne Illness in Ontario","year":2018,"lang":"en","type":"article","venue":"Foodborne Pathogens and Disease","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Medicine; Emergency department; Environmental health; Public health; Disease; Population; Health care; Emergency medicine; Medical emergency; Internal medicine; Psychiatry","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":[0.0001032721,0.0002124331,0.000250893,0.00001751799,0.0002252442,0.00003405895,0.00008120523,0.00008156036,0.0001315981],"category_scores_gemma":[0.00006900005,0.0001070433,0.00003815833,0.0001644962,0.0001020274,0.0001204842,0.0001155225,0.0000666463,0.000007677148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002155689,"about_ca_system_score_gemma":0.0000218276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006443559,"about_ca_topic_score_gemma":0.05000293,"domain_scores_codex":[0.9987197,0.00009902161,0.0002558234,0.000530012,0.0000922284,0.0003032445],"domain_scores_gemma":[0.9992981,0.00007197778,0.00007887592,0.00007998839,0.00006587479,0.0004052093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650844,0.0001853309,0.9732769,0.000006733768,0.00002165328,0.00002279142,0.0003470664,0.00000125092,0.002819926,0.0003076905,0.0003236563,0.02252195],"study_design_scores_gemma":[0.0002709716,0.0003112113,0.9945074,0.00002448313,0.00005395051,0.000002067149,0.0002266538,0.0001384423,0.00004636696,0.002049619,0.00210558,0.0002632075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956028,0.002674906,0.00001058247,0.000330914,0.0001124327,0.0002387509,0.0008743042,0.00003834773,0.0001169644],"genre_scores_gemma":[0.9985914,0.0003011973,0.0000816745,0.0003143184,0.0001544492,0.0000274006,0.0004906097,0.000002447908,0.00003651348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04355938,"threshold_uncertainty_score":0.9740777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619701500359197,"score_gpt":0.2321293853193446,"score_spread":0.2159323703157526,"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."}}