{"id":"W2126147255","doi":"10.1093/cid/civ691","title":"Three Epidemics of Invasive Multidrug-Resistant<i>Salmonella</i>Bloodstream Infection in Blantyre, Malawi, 1998–2014","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"University of Liverpool; Wellcome Trust; Wellcome; Bill and Melinda Gates Foundation","keywords":"Medicine; Multiple drug resistance; Salmonella; Microbiology; Virology; Bloodstream infection; Drug resistance; Biology; Intensive care medicine; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005321575,0.0004138827,0.0002540621,0.0009277999,0.0009918262,0.001011479,0.0006826912,0.0006218285,0.0008558986],"category_scores_gemma":[0.001546333,0.0004675147,0.0003136114,0.001102124,0.0009890274,0.001072677,0.00140444,0.00103765,0.00009560681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00289565,"about_ca_system_score_gemma":0.002694501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1716725,"about_ca_topic_score_gemma":0.2277909,"domain_scores_codex":[0.9995456,0.00006090783,0.00004958634,0.00008533159,0.00007293266,0.0001855591],"domain_scores_gemma":[0.9987698,0.00007754427,0.0006850921,0.0000395532,0.0002160762,0.0002118488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009424915,0.00002927959,0.9901891,0.0001147775,0.00005112045,0.0006774723,0.00244274,0.0001275935,0.0008754556,0.00008363297,0.0008282295,0.004486316],"study_design_scores_gemma":[0.00000372424,0.00002111258,0.9978822,0.00003737457,0.00001014942,0.0003199395,0.001017275,0.0001071176,0.00009931578,0.00001237625,0.0004839694,0.000005381134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997007,0.0008102841,0.0002008056,0.0004341771,0.00001390423,0.00003846451,0.0009928395,0.00001816375,0.0004844912],"genre_scores_gemma":[0.9980348,0.0004676093,0.000239945,0.0001650428,0.00001245307,0.0000238438,0.0008753947,0.000003756896,0.0001770239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1716725,"threshold_uncertainty_score":0.3413466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07861933048910726,"score_gpt":0.3263348107164479,"score_spread":0.2477154802273407,"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."}}