{"id":"W2345632375","doi":"10.1128/mbio.00570-16","title":"Sustained Local Diversity of Vibrio cholerae O1 Biotypes in a Previously Cholera-Free Country","year":2016,"lang":"en","type":"letter","venue":"mBio","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Vibrio cholerae; Cholera; Pandemic; Geography; Coronavirus disease 2019 (COVID-19); Vibrionaceae; Biology; Virology; Disease; Medicine; Infectious disease (medical specialty); Bacteria; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002780673,0.0003750159,0.0005367704,0.0001600326,0.0001033027,0.00002881813,0.0009488928,0.0008900274,0.00008355181],"category_scores_gemma":[0.0002406103,0.0003143423,0.0001732733,0.0001424722,0.0005020483,0.000007381188,0.00349281,0.0005634506,0.00002056731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437801,"about_ca_system_score_gemma":0.0002396637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000355234,"about_ca_topic_score_gemma":0.0002824926,"domain_scores_codex":[0.9976956,0.0001386334,0.0003495708,0.0006721682,0.0004113137,0.0007327126],"domain_scores_gemma":[0.9984867,0.00003483888,0.0001855987,0.001010907,0.0002128188,0.00006916859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002802002,0.00005406675,0.003810193,0.0005005461,0.0002991772,0.0001698537,0.0001504493,8.89167e-7,0.04115999,0.000005380818,0.9519955,0.001573774],"study_design_scores_gemma":[0.002268175,0.0004172351,0.005227749,0.0002481252,0.00004318858,0.000009269841,0.00004207297,0.000002132459,0.01771421,0.00008700438,0.9734139,0.0005269336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4579096,0.009196595,0.0008717739,0.5136503,0.001516057,0.003479096,0.003636419,0.0001216585,0.009618516],"genre_scores_gemma":[0.5934122,0.006287733,0.0004694861,0.3354003,0.01390673,0.0002493244,0.004750655,0.0004278692,0.04509568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.17825,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009404147291841726,"score_gpt":0.2381846260073756,"score_spread":0.2287804787155339,"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."}}