{"id":"W2119356394","doi":"10.1039/c3an36771a","title":"Multifunctional electrochemical aptasensor for aptamer clones screening, virus quantitation in blood and viability assessment","year":2013,"lang":"en","type":"article","venue":"The Analyst","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aptamer; Virus; Chemistry; Virology; Detection limit; Molecular biology; Chromatography; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000254006,0.000109185,0.0001332261,0.00004240573,0.00008459079,0.00002541959,0.00007227521,0.0000799168,0.000004118052],"category_scores_gemma":[0.00007368911,0.00007524676,0.00008661394,0.0001023251,0.0001038057,0.000005726593,0.00003500197,0.00007522942,9.01204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008639629,"about_ca_system_score_gemma":0.00001298287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001815647,"about_ca_topic_score_gemma":0.0002053297,"domain_scores_codex":[0.9992372,0.00005954933,0.0001897266,0.0002701177,0.00008850735,0.000154864],"domain_scores_gemma":[0.9995327,0.00004670072,0.00007464769,0.0002027317,0.0001112952,0.00003194689],"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":[0.00004015674,0.00007046377,0.006704704,0.00000572713,0.00008332724,1.542922e-7,0.000005435129,0.000009458668,0.9914479,0.00007742296,0.0001946755,0.001360615],"study_design_scores_gemma":[0.0005303189,0.000188564,0.0232047,0.000007322514,0.0001677924,0.000008208326,0.0001134488,0.007346032,0.965982,0.0006925782,0.001548982,0.0002101213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95645,0.0001090242,0.04269383,0.0004248764,0.000009299617,0.0002563437,0.00001091331,0.00001394502,0.00003175425],"genre_scores_gemma":[0.9744951,0.00007164998,0.02487358,0.00017138,0.00007655226,0.00005461674,0.0001701201,0.000008278927,0.00007872823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02546593,"threshold_uncertainty_score":0.3068474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124353049549124,"score_gpt":0.2956544495153983,"score_spread":0.2832191445604859,"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."}}