{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001888883,0.0001839761,0.0003132598,0.0001549198,0.0001779936,0.000068218,0.00005464585,0.0001662955,0.000004628232],"category_scores_gemma":[0.000199183,0.0001812077,0.0005800513,0.0006142601,0.00004743806,0.000004068048,0.00004021652,0.00006377532,0.000001364832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002716723,"about_ca_system_score_gemma":0.00005353917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002176766,"about_ca_topic_score_gemma":0.0005560706,"domain_scores_codex":[0.9987031,0.00009078484,0.0002699473,0.0005447273,0.0001263374,0.0002651629],"domain_scores_gemma":[0.9989533,0.00003275199,0.0001344874,0.0004541111,0.0003589964,0.00006629863],"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":[0.00007605102,0.00002563611,0.0001370109,0.000007349312,0.0006593339,0.000009585906,0.000005172678,0.0001585396,0.9848508,0.000001866078,0.00005218745,0.01401646],"study_design_scores_gemma":[0.0002718921,0.00006630422,0.0001975838,0.000008704943,0.001304116,0.0000134136,0.00005088126,0.01223559,0.9766111,0.00002305972,0.008976259,0.0002410603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7554517,0.00006723161,0.2440455,0.0001379698,0.00007170582,0.00007702952,0.00001931543,0.00005445734,0.00007515887],"genre_scores_gemma":[0.9549358,0.00002159287,0.04354156,0.0003092687,0.0003718774,0.000002095838,0.0005523192,0.0000228841,0.0002425255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2005039,"threshold_uncertainty_score":0.7389436,"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."}}