{"id":"W2098869868","doi":"10.1007/s10544-010-9451-0","title":"Handheld impedance biosensor system using engineered proteinaceous receptors","year":2010,"lang":"en","type":"article","venue":"Biomedical Microdevices","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biosensor; Analyte; Materials science; Genetically engineered; Electrical impedance; Electrode; Biophysics; Nanotechnology; Chemistry; Biomedical engineering; Biochemistry; Chromatography; Biology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000420793,0.0007521474,0.0008523039,0.0003042363,0.0002877467,0.000633464,0.002196338,0.001114044,0.002367838],"category_scores_gemma":[0.0005203456,0.0004188508,0.0003726499,0.0002814592,0.0002365286,0.0007401158,0.0006647479,0.0005805364,0.0009811509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004830626,"about_ca_system_score_gemma":0.0003052785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004111236,"about_ca_topic_score_gemma":0.0005782191,"domain_scores_codex":[0.9993163,0.00005249359,0.0000380817,0.0002475278,0.0002814957,0.0000640597],"domain_scores_gemma":[0.9995536,0.0001159409,0.00008530616,0.00006252779,0.0001252613,0.00005728884],"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":[0.0001225678,0.00004911183,0.0001910612,0.0000582141,0.00001303723,0.00009799045,0.00002352139,0.00007314257,0.9931902,0.00009764334,0.0002679706,0.005815529],"study_design_scores_gemma":[0.00008144281,0.0005921187,0.002125816,0.000008484924,0.00008773107,0.0007777028,0.00002203241,0.006104134,0.9861295,0.0000895618,0.003940668,0.00004085106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6659513,0.002277792,0.3175437,0.0008319409,0.0009972757,0.0006080089,0.001063948,0.006524778,0.004201191],"genre_scores_gemma":[0.8656018,0.0009618089,0.112801,0.000899194,0.0001882514,0.0002922531,0.0005606932,0.0001427419,0.0185522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002367838,"threshold_uncertainty_score":0.007921159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006923126158624166,"score_gpt":0.2563465494982538,"score_spread":0.2494234233396296,"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."}}