{"id":"W4223478877","doi":"10.1007/s00604-022-05274-w","title":"Electrochemical aptasensor based on electrodeposited poly(3,4-ethylenedioxythiophene)-graphene oxide coupled with Au@Pt nanocrystals for the detection of 17β-estradiol","year":2022,"lang":"en","type":"article","venue":"Microchimica Acta","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"National Natural Science Foundation of China","keywords":"Graphene; Differential pulse voltammetry; PEDOT:PSS; Materials science; Detection limit; Cyclic voltammetry; Poly(3,4-ethylenedioxythiophene); Electrochemistry; Oxide; Chemical engineering; Electrode; Conductive polymer; Aptamer; Nanotechnology; Polymer; Chemistry; Chromatography; Composite material; Physical chemistry; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002452123,0.0002941586,0.0002972434,0.0001176846,0.0004143765,0.00001744157,0.0003267594,0.0001294685,0.000002026938],"category_scores_gemma":[0.00005718571,0.00021578,0.0002664273,0.0003475885,0.0001507417,0.000003645562,0.00005989325,0.000247105,1.312182e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008717723,"about_ca_system_score_gemma":0.0001371098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003537578,"about_ca_topic_score_gemma":0.00006532924,"domain_scores_codex":[0.9983521,0.000100502,0.0003170635,0.0005461322,0.0002534017,0.0004308389],"domain_scores_gemma":[0.9988792,0.0001029585,0.0002616355,0.0005705963,0.0001238538,0.00006177319],"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":[0.002482892,0.0001641094,0.00003362776,0.00001707034,0.000167955,0.000001167783,0.000009134673,0.00003583145,0.9966143,0.000006446011,0.00008624757,0.0003811656],"study_design_scores_gemma":[0.0008116193,0.001840682,0.0001123664,0.00001259565,0.0001737392,0.00005391626,0.00004768908,0.002338817,0.991684,0.0000181359,0.002616423,0.0002900523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553297,0.0002330951,0.04318814,0.0004649936,0.00003130768,0.0005632909,0.00009816678,0.00005960285,0.00003167005],"genre_scores_gemma":[0.9924344,0.00004694567,0.006268757,0.0005970874,0.00009706253,0.0001336056,0.0003191206,0.00005078288,0.00005227201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03710464,"threshold_uncertainty_score":0.8799253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005151780007787457,"score_gpt":0.2175437375810914,"score_spread":0.212391957573304,"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."}}