{"id":"W2081503246","doi":"10.1111/j.1745-4581.2005.00024.x","title":"CLOTH‐BASED HYBRIDIZATION ARRAY SYSTEM FOR DETECTION OF TOXIN GENES ASSOCIATED WITH MAJOR FOODBORNE PATHOGENIC BACTERIA","year":2005,"lang":"en","type":"article","venue":"Journal of Rapid Methods & Automation in Microbiology","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Microbiology; Biology; Amplicon; Bacteria; Vibrio cholerae; Salmonella; Toxin; Multiplex polymerase chain reaction; Enterotoxin; Escherichia coli; Polymerase chain reaction; Cholera toxin; Pathogenic bacteria; Vibrio; 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":[0.0007715527,0.0007692138,0.0007028764,0.000814967,0.0002704916,0.0004212481,0.0005153057,0.0006775816,0.003737564],"category_scores_gemma":[0.0007840358,0.0004686485,0.0004369144,0.0004656942,0.0003199195,0.0003925702,0.0005385384,0.0007103491,0.001774625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003567393,"about_ca_system_score_gemma":0.0002788483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003461427,"about_ca_topic_score_gemma":0.0005450296,"domain_scores_codex":[0.9988554,0.000278129,0.00006567642,0.0003682023,0.0003606778,0.00007194154],"domain_scores_gemma":[0.9995166,0.0001593364,0.00006202753,0.00006407198,0.0001153921,0.0000825171],"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":[0.00003065907,0.000009704358,0.0001287953,0.00002078176,0.000005154388,0.000009355794,0.000007106092,0.00004971937,0.997846,0.0000446426,0.00005270307,0.001795348],"study_design_scores_gemma":[0.00002490325,0.0005679833,0.003694139,0.00001090963,0.00004464368,0.0003671086,0.00002386461,0.008934848,0.9806941,0.0001315283,0.005474155,0.0000319348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3407872,0.001185299,0.6478025,0.0002988084,0.0002967365,0.0004022433,0.0009679804,0.00400727,0.004252007],"genre_scores_gemma":[0.3931517,0.0009260041,0.5852931,0.0003828715,0.0001060777,0.0007213859,0.002430925,0.0001479584,0.01684001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003737564,"threshold_uncertainty_score":0.01250339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395318878091461,"score_gpt":0.3029735133196787,"score_spread":0.2890203245387641,"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."}}