{"id":"W3109591975","doi":"10.1093/cid/ciaa1333","title":"Antibiotic Use Prior to Hospital Presentation Among Individuals With Suspected Enteric Fever in Nepal, Bangladesh, and Pakistan","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Antibiotics; Blood culture; Internal medicine; Confidence interval; Incidence (geometry); Antibiotic sensitivity; Prospective cohort study; Urine; Microbiology","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":[0.0008396195,0.0002582136,0.0002772781,0.0007618258,0.0005600181,0.0007974766,0.0004971047,0.0005025544,0.001818732],"category_scores_gemma":[0.004865131,0.0003404142,0.000423847,0.0009148075,0.0005101687,0.0007040301,0.000797862,0.000759228,0.0002062293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000607689,"about_ca_system_score_gemma":0.0007363254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.014575,"about_ca_topic_score_gemma":0.01596182,"domain_scores_codex":[0.9990382,0.0002875574,0.0001618583,0.0002333481,0.0001374073,0.0001416168],"domain_scores_gemma":[0.9971693,0.0008071188,0.001314203,0.0001346725,0.0002142852,0.0003602867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002209359,0.00001115018,0.9993893,0.000008154672,0.00001152791,0.00005458415,0.00008761557,0.00001317587,0.00002034769,0.000005571726,0.00003442813,0.0003421315],"study_design_scores_gemma":[0.000004875459,0.00005529365,0.9984984,0.00002721611,0.0000129559,0.0004372218,0.000665476,0.0001607728,0.00003014526,0.00002222878,0.00007990477,0.000005509602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987876,0.0002074606,0.0000508684,0.00009503086,0.000003735976,0.00001173991,0.0004425174,0.000001668631,0.0003995066],"genre_scores_gemma":[0.9996717,0.00009825177,0.00002842208,0.0000223403,0.000002739132,0.000008956345,0.0001332022,5.465615e-7,0.00003383198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.014575,"threshold_uncertainty_score":0.02898031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380546790215651,"score_gpt":0.3212405573943912,"score_spread":0.2974350894922347,"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."}}