{"id":"W3150409565","doi":"10.1002/anse.202100006","title":"A Syringe‐Based DNAzyme Sensor for Bacterial Detection","year":2021,"lang":"en","type":"article","venue":"Analysis & Sensing","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Agarose; Deoxyribozyme; Chemistry; Nitrocellulose; Chromatography; Biosensor; Syringe; RNA; Detection limit; Escherichia coli; Biochemistry","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":[0.0004557799,0.0004463396,0.0004434304,0.000383558,0.0001372736,0.000357822,0.001077049,0.0009454996,0.001729561],"category_scores_gemma":[0.0004131504,0.0003051644,0.0002450873,0.0003673793,0.0002390102,0.0004067256,0.0003341467,0.0006839513,0.0009279922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879736,"about_ca_system_score_gemma":0.0003617352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003883,"about_ca_topic_score_gemma":0.0005603157,"domain_scores_codex":[0.9993896,0.00008909444,0.00002370509,0.00009491239,0.0003691904,0.00003345831],"domain_scores_gemma":[0.9996995,0.0001110808,0.00004553008,0.00001957595,0.00009354362,0.00003077064],"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":[0.00001999588,0.00001659485,0.00005964021,0.00006698217,0.000003912604,0.0000209567,0.00000813552,0.00008415488,0.9931628,0.0001939197,0.0001889884,0.006173925],"study_design_scores_gemma":[0.00001478597,0.0001466518,0.0003069274,0.00000610139,0.000008194391,0.0001568086,0.000006597924,0.005070384,0.9892703,0.00004593365,0.00495496,0.00001237173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2836325,0.007713533,0.6950601,0.0008562696,0.0007573334,0.0006209061,0.0009777284,0.004163676,0.006217882],"genre_scores_gemma":[0.5345095,0.002363465,0.447198,0.0007206328,0.0001215981,0.0004738393,0.0007948926,0.0001085332,0.0137096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001729561,"threshold_uncertainty_score":0.005785942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113409378177135,"score_gpt":0.273542083772764,"score_spread":0.2624079899909926,"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."}}