{"id":"W2071910361","doi":"10.1109/jssc.2014.2312571","title":"Nanostructured CMOS Wireless Ultra-Wideband Label-Free PCR-Free DNA Analysis SoC","year":2014,"lang":"en","type":"article","venue":"IEEE Journal of Solid-State Circuits","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"CMOS; Wideband; Chip; Microsystem; Materials science; Transmitter; Dynamic range; Chopper; Channel (broadcasting); Electronic engineering; Electrical engineering; Computer science; Optoelectronics; Voltage; Nanotechnology; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000688112,0.000385186,0.0007877975,0.0003569963,0.0001693319,0.00007145065,0.000961211,0.0002884743,0.000006013705],"category_scores_gemma":[0.0003961117,0.000317641,0.0006002941,0.0005991115,0.0002182218,0.00002382404,0.00007581952,0.0003264965,0.000002182215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005024742,"about_ca_system_score_gemma":0.0001066964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000010325,"about_ca_topic_score_gemma":0.0001181391,"domain_scores_codex":[0.9974123,0.0002083696,0.000900562,0.0004559762,0.0005209016,0.0005019213],"domain_scores_gemma":[0.9969983,0.00005107733,0.0009276101,0.001049445,0.0006986257,0.0002750061],"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":[0.00008003808,0.00008266122,0.0009857491,0.0000214412,0.001297386,0.00002993577,0.00006587536,0.000180524,0.9813915,0.00001324214,0.006048355,0.009803235],"study_design_scores_gemma":[0.001433992,0.0004569649,0.0007216124,0.00004883962,0.0008590121,0.0001508647,0.00004208435,0.00008336557,0.9899608,0.002197,0.003614321,0.0004311498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508659,0.0003578925,0.04742311,0.0002998151,0.0003720893,0.0001203478,0.0001620211,0.00003796388,0.0003609066],"genre_scores_gemma":[0.9967377,0.0005922484,0.0009629274,0.0005268721,0.000628394,0.000001983558,0.00004050331,0.00004666802,0.0004626936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04646018,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103127050163968,"score_gpt":0.2621193335456148,"score_spread":0.251806628529218,"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."}}