{"id":"W3110883472","doi":"10.3390/pathogens9121053","title":"Simultaneous Quantification of Vibrio metoecus and Vibrio cholerae with Its O1 Serogroup and Toxigenic Subpopulations in Environmental Reservoirs","year":2020,"lang":"en","type":"article","venue":"Pathogens","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vibrio cholerae; Cholera; Biology; El Tor; Population; Microbiology; Vibrio; Vibrionaceae; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005948486,0.0005185419,0.000475818,0.0006836242,0.0002844163,0.000603286,0.0002998704,0.0004765831,0.000453512],"category_scores_gemma":[0.0008758561,0.0002685074,0.0002183366,0.0005794466,0.0002729768,0.0003420775,0.0006015248,0.000322359,0.0002337651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002397492,"about_ca_system_score_gemma":0.0004149636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296284,"about_ca_topic_score_gemma":0.004266569,"domain_scores_codex":[0.9993063,0.00008846188,0.00003982,0.00024105,0.0002207479,0.0001036106],"domain_scores_gemma":[0.9996294,0.00008366045,0.00008358908,0.00002267847,0.0001436605,0.00003700798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000048282,0.00003224398,0.01008912,0.0000928279,0.00001456272,0.00001928487,0.0002249453,0.0002979458,0.9857705,0.00006505107,0.00004327975,0.003301909],"study_design_scores_gemma":[0.0000165246,0.0007405005,0.1658797,0.00007972535,0.0001042728,0.0003730896,0.001176364,0.01377342,0.8109152,0.0004364597,0.006429275,0.0000755237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714823,0.001388098,0.02336083,0.00009629793,0.00004118087,0.00009989821,0.001789275,0.0001534935,0.00158859],"genre_scores_gemma":[0.9593004,0.0008339152,0.0337953,0.0000951401,0.00002213883,0.0002445021,0.002128524,0.00004108638,0.003538997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002296284,"threshold_uncertainty_score":0.004565835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897226205208796,"score_gpt":0.2479924771633964,"score_spread":0.2290202151113084,"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."}}