{"id":"W4241304336","doi":"10.21203/rs.2.11224/v6","title":"Epidemiology and Antibiotic Susceptibility of Vibrio cholerae Associated with the 2017 Outbreak in Kasese district, Uganda.","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Vibrio cholerae; Outbreak; Antibiotics; Epidemiology; Microbiology; Cholera; Geography; Environmental health; Biology; Veterinary medicine; Medicine; Virology; Bacteria; Internal medicine; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004461069,0.0004755324,0.0003170684,0.001603113,0.0009182093,0.0008851851,0.0003744096,0.0003963386,0.0007796843],"category_scores_gemma":[0.001485049,0.0005184124,0.0002412307,0.001917031,0.0006270589,0.0005939453,0.001046066,0.0004667689,0.0001446846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000673556,"about_ca_system_score_gemma":0.000910675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013329,"about_ca_topic_score_gemma":0.01011591,"domain_scores_codex":[0.9994523,0.0001087243,0.00009274521,0.00009418245,0.0001013482,0.0001506647],"domain_scores_gemma":[0.9991263,0.00008577135,0.0004618317,0.00003154329,0.0001724,0.0001222428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006204486,0.00003457571,0.9941036,0.00006680482,0.00002063049,0.001035968,0.001298389,0.00005900347,0.001053439,0.00002130365,0.0001506129,0.002093661],"study_design_scores_gemma":[0.000004282799,0.0001163259,0.9930206,0.0000443495,0.00001625873,0.001926206,0.003860401,0.00007602142,0.0002726802,0.00002818504,0.0006257907,0.000008978008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993066,0.0002383565,0.00003810639,0.00002608458,0.000003447664,0.00001640085,0.0001505655,0.000001888606,0.0002185848],"genre_scores_gemma":[0.9989958,0.0004063763,0.000131003,0.00002303809,0.000005220827,0.00001973603,0.0002829882,0.000001483772,0.0001343534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013329,"threshold_uncertainty_score":0.02014863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0628228184890755,"score_gpt":0.3877488280877377,"score_spread":0.3249260095986622,"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."}}