{"id":"W3041554449","doi":"10.1002/jmv.26293","title":"COVID‐19 and Salmonella Typhi co‐epidemics in Pakistan: A real problem","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typhoid fever; Sanitation; Public health; Salmonella; Hygiene; Medicine; Transmission (telecommunications); Environmental health; Pandemic; Virology; Salmonella enterica; Salmonella typhi; Death toll; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Disease; Biology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002248667,0.000136538,0.0005820884,0.00002251857,0.00004902827,0.00001078957,0.000391042,0.0004379105,0.0008755792],"category_scores_gemma":[0.001703572,0.00005327752,0.00009384695,0.0001947406,0.0002617519,0.00005340146,0.00009536662,0.0006708757,0.00001281548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003663498,"about_ca_system_score_gemma":0.0001002959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001785601,"about_ca_topic_score_gemma":0.0002130878,"domain_scores_codex":[0.9976487,0.0006084539,0.0008253503,0.0002358252,0.0003487784,0.0003329153],"domain_scores_gemma":[0.9969605,0.001462264,0.0003479618,0.00003257249,0.00003544892,0.001161291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001561943,0.0002651702,0.8450941,0.00007530373,0.0000867938,0.002039626,0.001121579,0.00002789248,0.03499758,0.003627155,0.02834793,0.0827549],"study_design_scores_gemma":[0.00282103,0.004539382,0.6041979,0.00005251663,0.00005410814,0.002593246,0.001146163,0.0009943269,0.00007728095,0.01067345,0.3724179,0.0004327621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8571911,0.0007715004,0.00004071385,0.1413508,0.00008704134,0.0000732809,0.000006002697,0.00001290968,0.0004666117],"genre_scores_gemma":[0.9690391,0.003784919,0.0001392018,0.02634708,0.0006691383,0.000002168788,0.000006733375,0.00000135257,0.00001027414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3440699,"threshold_uncertainty_score":0.9586979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05137655903443856,"score_gpt":0.3390702819014326,"score_spread":0.287693722866994,"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."}}