{"id":"W2013851516","doi":"10.1039/c5an00535c","title":"A combination of positive dielectrophoresis driven on-line enrichment and aptamer-fluorescent silica nanoparticle label for rapid and sensitive detection of <i>Staphylococcus aureus</i>","year":2015,"lang":"en","type":"article","venue":"The Analyst","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Centre for Applied Research in Cancer Control","keywords":"Staphylococcus aureus; Aptamer; Fluorescence; Chemistry; Dielectrophoresis; Microbiology; Microfluidics; Nanotechnology; Bacteria; Molecular biology; Biology; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003282671,0.0008188308,0.0003875212,0.0004067159,0.0001877736,0.0002867641,0.0006712651,0.000868041,0.0004484624],"category_scores_gemma":[0.0003292974,0.0004006783,0.0004080618,0.0002127104,0.0003218192,0.0004191218,0.000518485,0.0004648117,0.0002858508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372685,"about_ca_system_score_gemma":0.0003038447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004196983,"about_ca_topic_score_gemma":0.0007842394,"domain_scores_codex":[0.9995147,0.00006202931,0.00002964095,0.000155175,0.000182292,0.00005616144],"domain_scores_gemma":[0.9998173,0.0000588927,0.000043387,0.00001844501,0.00003915519,0.00002276022],"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":[0.0000172318,0.0000168313,0.00008292752,0.00006184558,0.000005897231,0.00004032252,0.00001159446,0.00005004326,0.9967576,0.00009051515,0.00004804812,0.00281716],"study_design_scores_gemma":[0.00000429663,0.00007679031,0.0004152519,0.00000249104,0.000006852945,0.0001984749,0.000004228658,0.001516391,0.9967846,0.00002087762,0.0009600254,0.00000977978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7682942,0.005726775,0.2176326,0.0005040357,0.0003794387,0.0003679787,0.0003001155,0.001254721,0.005540143],"genre_scores_gemma":[0.8189567,0.002698536,0.1710276,0.0004859631,0.0000941818,0.0002952376,0.000365998,0.00006469403,0.006011045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000868041,"threshold_uncertainty_score":0.002703965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388635741204425,"score_gpt":0.2674202477551376,"score_spread":0.2535338903430933,"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."}}