{"id":"W2313897895","doi":"10.1021/am101068c","title":"Electrostatically Directed Visual Fluorescence Response of DNA-Functionalized Monolithic Hydrogels for Highly Sensitive Hg<sup>2+</sup> Detection","year":2011,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Self-healing hydrogels; Fluorescence; Monomer; SYBR Green I; Materials science; DNA; Thymine; Cationic polymerization; Biomolecule; Covalent bond; Oligonucleotide; Agarose gel electrophoresis; Biophysics; Detection limit; Agarose; Polymer; Polymer chemistry; Chemistry; Nanotechnology; Chromatography; Organic chemistry; Biochemistry","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":[0.0001207803,0.0003291031,0.0001206701,0.000118615,0.00008111153,0.0001868727,0.000250371,0.00026488,0.0007393873],"category_scores_gemma":[0.0001674511,0.0001626742,0.0001158928,0.00007783317,0.0001817197,0.0002122008,0.0001486259,0.0002630396,0.0002342608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003558847,"about_ca_system_score_gemma":0.0001385313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003058897,"about_ca_topic_score_gemma":0.0006545619,"domain_scores_codex":[0.9999104,0.0000118532,0.000004689764,0.00002424125,0.00003040969,0.0000184684],"domain_scores_gemma":[0.9998952,0.00002638807,0.00003130154,0.000003959503,0.00002186167,0.00002121923],"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":[0.00001068383,0.000003053455,0.00002075051,0.00001276462,8.957019e-7,0.000009477905,0.000004100661,0.00005215384,0.9993338,0.00002049466,0.00001561142,0.0005159915],"study_design_scores_gemma":[0.000003439456,0.00003730418,0.0003194228,0.000001601749,0.000001962345,0.00004124521,0.000004534029,0.001013958,0.9982128,0.00001287432,0.0003478785,0.000002958639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796609,0.001754724,0.01566085,0.0001897094,0.00007421544,0.00004160077,0.000194823,0.0003075101,0.002115806],"genre_scores_gemma":[0.9818689,0.0004615835,0.01509923,0.0001549246,0.00002061645,0.00003320591,0.0001149162,0.00003059647,0.002216085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007393873,"threshold_uncertainty_score":0.002582133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106560969877322,"score_gpt":0.2563598310383833,"score_spread":0.2457037340506511,"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."}}