{"id":"W2329360889","doi":"10.1021/ac403762s","title":"Ultrasensitive DNAzyme Beacon for Lanthanides and Metal Speciation","year":2014,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Deoxyribozyme; Lanthanide; Chemistry; Metal; Metal ions in aqueous solution; Genetic algorithm; Divalent; Inorganic chemistry; Detection limit; Ion; Chromatography","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":[0.0009197452,0.000782681,0.0006845474,0.00063745,0.0002465202,0.000492218,0.0009055514,0.001429652,0.001463902],"category_scores_gemma":[0.001275277,0.0004211156,0.000501256,0.0006068855,0.0004975055,0.0006404485,0.0007083936,0.001552655,0.0009949072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006318763,"about_ca_system_score_gemma":0.0004283758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002486244,"about_ca_topic_score_gemma":0.0003764125,"domain_scores_codex":[0.999267,0.0001348768,0.00003809006,0.0002764353,0.0002192007,0.00006438745],"domain_scores_gemma":[0.9994956,0.0001818552,0.00008352307,0.0000306446,0.0001325836,0.00007577093],"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":[0.00003943493,0.00001305506,0.00008692054,0.00006615102,0.000004109402,0.00002053735,0.00002952039,0.00008109562,0.9942784,0.0003643683,0.00008641439,0.004929959],"study_design_scores_gemma":[0.00001334073,0.0001326443,0.0002302337,0.00001335041,0.00001146548,0.0001874406,0.00001853219,0.001907362,0.9914325,0.0002473885,0.005792531,0.00001312686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2625078,0.01331812,0.7159084,0.0007537585,0.0005884317,0.0002752892,0.0004999636,0.00259739,0.003550881],"genre_scores_gemma":[0.5071673,0.005385468,0.4729232,0.0006006624,0.00009061777,0.0005987136,0.001408743,0.0001922475,0.01163298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001463902,"threshold_uncertainty_score":0.004897177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0072084174206729,"score_gpt":0.259226905084081,"score_spread":0.2520184876634081,"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."}}