{"id":"W4225935523","doi":"10.1007/s00203-021-02613-y","title":"Simultaneous isolation and enumeration of virulent Vibrio cholerae and Vibrio vulnificus using an advanced MPN-PCR method","year":2021,"lang":"en","type":"article","venue":"Archives of Microbiology","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Oceans and Fisheries; Ministry of Education","keywords":"Vibrio vulnificus; Vibrio cholerae; Enumeration; Microbiology; Biology; Vibrio; Most probable number; Virulence; Vibrionaceae; Agar; Polymerase chain reaction; Isolation (microbiology); Bacteria; Gene; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009688433,0.001485877,0.001005914,0.001057853,0.0003644535,0.0005168309,0.0007792878,0.0007063464,0.0008450071],"category_scores_gemma":[0.001256464,0.0007196873,0.000567933,0.0006175993,0.0005980161,0.000522182,0.0008499512,0.001108816,0.0009808509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383589,"about_ca_system_score_gemma":0.0006682141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009150024,"about_ca_topic_score_gemma":0.002466918,"domain_scores_codex":[0.9981287,0.0002895563,0.0001504046,0.0005696181,0.000635191,0.0002266012],"domain_scores_gemma":[0.9991243,0.0003304525,0.00009443383,0.000094284,0.0002948566,0.0000615845],"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":[0.00004994316,0.00002741194,0.000505869,0.00006129491,0.00000560953,0.00001637038,0.00005504688,0.00006733334,0.9964302,0.00008395176,0.00003829907,0.002658707],"study_design_scores_gemma":[0.00001822067,0.0005150455,0.006285484,0.00003313135,0.00007360683,0.0003289069,0.0001186798,0.004001135,0.9850172,0.0002886849,0.003293035,0.00002688032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5489244,0.001531931,0.4401753,0.0002619942,0.0003474689,0.0009560282,0.001937244,0.001019745,0.004845865],"genre_scores_gemma":[0.3777241,0.001453575,0.6059521,0.0002824333,0.0001042846,0.001518874,0.004315716,0.0001431747,0.00850575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001485877,"threshold_uncertainty_score":0.005123794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150884375502315,"score_gpt":0.2927239197755747,"score_spread":0.2812150760205515,"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."}}