{"id":"W3183414045","doi":"10.1149/ma2021-01551369mtgabs","title":"Reagentless and Ultrasensitive Electrochemical Dnazyme Based Sensing Platform for Clinical Detection of Uropathogenic Escherichia coli","year":2021,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Deoxyribozyme; Escherichia coli; Biosensor; DNA; Detection limit; Population; Hybridization probe; Combinatorial chemistry; Chemistry; Nanotechnology; Materials science; Biochemistry; Chromatography; Gene; Medicine","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":[0.000549237,0.0006489757,0.0006139205,0.0004907287,0.00015034,0.0005198868,0.001013444,0.001302938,0.000758241],"category_scores_gemma":[0.0006793597,0.0004553489,0.0003890002,0.0003659305,0.0002456033,0.0005507693,0.0005677198,0.0009884932,0.0005417577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542199,"about_ca_system_score_gemma":0.0004133445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000223514,"about_ca_topic_score_gemma":0.0003785565,"domain_scores_codex":[0.9991348,0.0001522717,0.00007379491,0.000217,0.0003463687,0.00007574271],"domain_scores_gemma":[0.999678,0.00006420529,0.00007668363,0.00002006913,0.000119603,0.00004143429],"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":[0.00006623267,0.00005337926,0.0001750088,0.0002135496,0.00001307511,0.00009355557,0.00002879713,0.0002124849,0.9918554,0.0001541515,0.0001660253,0.006968271],"study_design_scores_gemma":[0.00001603499,0.0003638234,0.0005780041,0.00001519263,0.00002767552,0.0004630296,0.00001853946,0.003572206,0.9918202,0.00004611529,0.003053302,0.00002584866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5822749,0.02382017,0.3815887,0.002038499,0.00104277,0.0007195615,0.0009298897,0.002272659,0.005312798],"genre_scores_gemma":[0.7446755,0.007924323,0.2366851,0.0009713,0.0001549474,0.0004758002,0.0007606308,0.00005264463,0.008299726],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001302938,"threshold_uncertainty_score":0.002904713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882486678689416,"score_gpt":0.2968949258091327,"score_spread":0.2780700590222385,"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."}}