{"id":"W4239588516","doi":"10.21203/rs.2.11224/v1","title":"Epidemiology and Antibiotic Susceptibility of Vibrio cholerae Associated with the 2017 Outbreak in Kasese district","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Vibrio cholerae; Outbreak; Epidemiology; Antibiotics; Microbiology; Cholera; Biology; Virology; Medicine; Environmental health; 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":[0.0003170082,0.0004112657,0.0003503763,0.001618606,0.001085338,0.0009557943,0.0003959411,0.000365416,0.001257552],"category_scores_gemma":[0.001102053,0.0004225169,0.0002867253,0.001832678,0.0007137514,0.0005446085,0.001056733,0.000446044,0.0001600787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006528927,"about_ca_system_score_gemma":0.001262818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01252466,"about_ca_topic_score_gemma":0.01261224,"domain_scores_codex":[0.9994476,0.00008323869,0.00009567584,0.000103158,0.00009811002,0.0001722528],"domain_scores_gemma":[0.9992605,0.00007780881,0.0003155067,0.00003326565,0.0001721667,0.0001407044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005459664,0.00005896119,0.9921841,0.00007285584,0.00002295194,0.00183475,0.00140562,0.0000775025,0.002305407,0.00003509035,0.0001314341,0.00181676],"study_design_scores_gemma":[0.000004319703,0.0001367862,0.9871286,0.00004544198,0.00002836011,0.00353656,0.007493252,0.0001209222,0.0006601253,0.00005290328,0.0007765133,0.00001621265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993874,0.0001203739,0.0000452317,0.0000216178,0.000003369967,0.00001505442,0.0001196499,0.000002156697,0.0002852008],"genre_scores_gemma":[0.999161,0.0002756791,0.0001285152,0.00002447475,0.000006990406,0.00001428319,0.000245315,0.000001611299,0.0001420717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01252466,"threshold_uncertainty_score":0.02490354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06861186060767531,"score_gpt":0.3923820725091421,"score_spread":0.3237702119014668,"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."}}