{"id":"W2140744098","doi":"10.1139/w04-085","title":"Multiplex PCR detection of clinical and environmental strains of<i>Vibrio vulnificus</i>in shellfish","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Food and Drug Administration; International Social Science Council; University of Alabama at Birmingham","keywords":"Vibrio vulnificus; Oyster; Biology; Microbiology; Amplicon; Multiplex polymerase chain reaction; Vibrio; Shellfish; Pathogen; Polymerase chain reaction; Bacteria; Vibrionaceae; SYBR Green I; Gene; Fish <Actinopterygii>; Aquatic animal; Fishery; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003560921,0.00009007368,0.0002918745,0.0001242136,0.00002749674,0.00000384794,0.0001296116,0.0001685694,0.0000128636],"category_scores_gemma":[0.0001660975,0.00008423284,0.00009721546,0.00003887567,0.0006062034,0.000004430362,0.0000335103,0.0001593752,6.528346e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000321286,"about_ca_system_score_gemma":0.0003708518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008309836,"about_ca_topic_score_gemma":0.03512727,"domain_scores_codex":[0.9990009,0.0000857809,0.000530818,0.0001421847,0.0000275891,0.000212717],"domain_scores_gemma":[0.9994432,0.00001740706,0.0002223597,0.0001069207,0.00004245225,0.0001676444],"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":[0.00006814216,0.00002628564,0.03706335,0.00001080554,0.00007612375,0.00002053246,0.0000747043,0.00003344337,0.9610046,0.000003657404,0.00003678249,0.001581648],"study_design_scores_gemma":[0.002755813,0.001378926,0.245035,0.00004383919,0.00002261208,0.0004359958,0.0003934184,0.000001687141,0.7436119,0.00005811011,0.006121521,0.0001411707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980344,0.001372367,0.00008011646,0.00009713414,0.0001560808,0.00007908483,0.0001536405,3.80091e-7,0.00002682668],"genre_scores_gemma":[0.9991142,0.0004494402,0.0002523014,0.00003848498,0.00008930567,6.756529e-7,0.00002135164,0.000007826741,0.00002643108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2173927,"threshold_uncertainty_score":0.9824792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604671847095111,"score_gpt":0.2587898955139603,"score_spread":0.2427431770430092,"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."}}