{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005274845,0.0002706823,0.0003827979,0.00009695355,0.00009479871,0.00002931937,0.0001468963,0.0002464967,0.00000825072],"category_scores_gemma":[0.0001774031,0.0002367924,0.00005192094,0.0001182473,0.0001974272,0.000009129881,0.00009066283,0.000064917,0.000004357466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002906903,"about_ca_system_score_gemma":0.00005059364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002647684,"about_ca_topic_score_gemma":0.000006866136,"domain_scores_codex":[0.9984121,0.0001441295,0.0004860623,0.0005028875,0.0001474266,0.0003074451],"domain_scores_gemma":[0.999057,0.00006655513,0.0002755946,0.0002746737,0.0002766307,0.00004954995],"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":[0.01162164,0.00009739869,0.000004701528,0.00002814759,0.0001702677,0.000001203152,0.0001353169,0.000004113198,0.9865845,0.00007378611,0.00004727647,0.001231582],"study_design_scores_gemma":[0.000487089,0.0009174629,0.0001035119,0.00002734525,0.00009429948,0.0000113081,0.0001336921,0.00002318372,0.997306,0.0005024035,0.0001283831,0.0002653502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952295,0.00002796284,0.003913207,0.00002514924,0.00005678192,0.0004561837,0.0001086307,0.0001168706,0.00006573088],"genre_scores_gemma":[0.9905756,0.00005031112,0.008865951,0.00008204603,0.00007950152,0.00007741089,0.0001194553,0.00003806568,0.0001116902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113455,"threshold_uncertainty_score":0.9656116,"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."}}