{"id":"W2067264214","doi":"10.1021/ac048672l","title":"Impedance Sensing of DNA Binding Drugs Using Gold Substrates Modified with Gold Nanoparticles","year":2004,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute","funders":"","keywords":"Chemistry; Colloidal gold; Nanoparticle; DNA; Nanotechnology; Electrical impedance; Combinatorial chemistry; Biochemistry","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":[0.0004134288,0.000904489,0.0004361884,0.000416786,0.0001375349,0.0004902572,0.0007284269,0.0009451016,0.0004349353],"category_scores_gemma":[0.001044075,0.0004161131,0.0002403152,0.0004383167,0.0004168575,0.0005905902,0.0005104663,0.0005580341,0.0003262659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000479377,"about_ca_system_score_gemma":0.0001390455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004230769,"about_ca_topic_score_gemma":0.00056627,"domain_scores_codex":[0.999241,0.0001947587,0.00005723193,0.0002005235,0.0002569163,0.0000496447],"domain_scores_gemma":[0.9995952,0.000190551,0.00007867339,0.00003289048,0.00007329392,0.00002944024],"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":[0.00002191747,0.000006034524,0.00006728008,0.00002742058,0.000003577909,0.00002720402,0.00001252208,0.0001028592,0.9984414,0.00005039291,0.000009203585,0.001230148],"study_design_scores_gemma":[0.000004384385,0.00005467803,0.0003212932,0.000002801888,0.000006384537,0.00006564036,0.0000118728,0.002651602,0.9964285,0.00004339982,0.0004040744,0.000005186891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809564,0.004364661,0.1108135,0.0003752319,0.0001868376,0.0001033575,0.0002375453,0.0005574833,0.002405078],"genre_scores_gemma":[0.917583,0.002213201,0.07664628,0.0001733452,0.00002822786,0.00009083537,0.0003009327,0.00003366796,0.002930557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009451016,"threshold_uncertainty_score":0.00347811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407914488402457,"score_gpt":0.2690514691436872,"score_spread":0.2549723242596626,"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."}}