{"id":"W3108827524","doi":"10.1093/cid/ciaa1297","title":"Diagnostic Value of Clinical Features to Distinguish Enteric Fever From Other Febrile Illnesses in Bangladesh, Nepal, and Pakistan","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Enteric fever; Salmonella typhi; Blood culture; Internal medicine; Paratyphoid fever; Typhoid fever; Confidence interval; Fever of unknown origin; Bacteremia; Pediatrics; Virology; Antibiotics","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":[0.002544286,0.0005942244,0.0003262451,0.0009339374,0.0003278108,0.0008841871,0.0004506585,0.0005137378,0.0009638412],"category_scores_gemma":[0.01130238,0.0002980116,0.0004718636,0.0004397815,0.0005155386,0.0006474896,0.0006971412,0.0006561909,0.0002674484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423581,"about_ca_system_score_gemma":0.0004512685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003348746,"about_ca_topic_score_gemma":0.003079453,"domain_scores_codex":[0.9987124,0.0005771155,0.0001243541,0.0002732241,0.0001761723,0.0001365968],"domain_scores_gemma":[0.9941884,0.003090432,0.001297344,0.0002612063,0.0005750176,0.0005875478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001495363,0.00003183697,0.9982458,0.000006681696,0.00003270468,0.00005168602,0.00006368515,0.00009329436,0.00009476371,0.000007154167,0.00005547274,0.00116732],"study_design_scores_gemma":[0.00003609501,0.0003520764,0.9948246,0.00002916208,0.00006618717,0.0007027966,0.0004277985,0.003042876,0.0002483384,0.00005674537,0.000199663,0.00001358609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988758,0.0001753914,0.0001237669,0.0000597042,0.000007636106,0.00001480017,0.0001612687,0.000003818881,0.0005777493],"genre_scores_gemma":[0.9997129,0.00003544581,0.00009272109,0.00001206401,0.000004037747,0.000005800907,0.0001099503,6.576633e-7,0.00002634841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003348746,"threshold_uncertainty_score":0.01345563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05088198189268654,"score_gpt":0.3588547769905899,"score_spread":0.3079727950979033,"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."}}