{"id":"W1969001805","doi":"10.1089/fpd.2010.0827","title":"Laboratory-Based Surveillance of Nontyphoidal <i>Salmonella</i> Infections in China","year":2011,"lang":"en","type":"article","venue":"Foodborne Pathogens and Disease","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Public Health Agency of Canada","keywords":"Salmonella; Serotype; Salmonella enterica; Ciprofloxacin; Salmonella enteritidis; Outbreak; Antimicrobial; Ampicillin; Antibiotic resistance; Diarrhea; Medicine; Salmonella infection; Microbiology; Virology; Veterinary medicine; Biology; Antibiotics; Internal medicine; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002274324,0.000130947,0.0002195862,0.00002101454,0.00005886677,0.000006630071,0.00009379478,0.00006872055,0.0001628396],"category_scores_gemma":[0.0001437897,0.00006000952,0.00007323601,0.0003157544,0.00008857057,0.00004127123,0.00003407129,0.00006942492,0.000006397367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007227566,"about_ca_system_score_gemma":0.00002697171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003633968,"about_ca_topic_score_gemma":0.000572729,"domain_scores_codex":[0.999043,0.0001519416,0.0002363282,0.0002717426,0.00007041611,0.0002265575],"domain_scores_gemma":[0.9994209,0.0001052575,0.00008665682,0.00008086417,0.00004578958,0.0002605074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001231764,0.0002971364,0.9720336,0.00001323675,0.00000478589,0.00001686895,0.00003597105,0.000006708347,0.02529612,0.0002059172,0.00007202716,0.001894404],"study_design_scores_gemma":[0.0002185421,0.0002133912,0.9975155,0.00001108392,0.000009227234,0.000001294537,0.00002890439,0.00007640092,0.0005367362,0.0006833799,0.0005675203,0.0001380179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977575,0.0007171181,0.000009708107,0.0001528494,0.0000691913,0.0001225138,0.0004672823,0.00003152837,0.0006722932],"genre_scores_gemma":[0.9995468,0.00006619164,0.00005957465,0.0001992949,0.00004926761,0.00001917987,0.00005012915,0.000001319546,0.000008229217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02548186,"threshold_uncertainty_score":0.2447117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167251895491135,"score_gpt":0.202079498158837,"score_spread":0.1853543086097235,"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."}}