{"id":"W4361989469","doi":"10.1039/d3cc00965c","title":"Design and bioanalytical applications of stochastic DNA walkers","year":2023,"lang":"en","type":"review","venue":"Chemical Communications","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Fundamental Research Funds for the Central Universities; Sichuan University; National Natural Science Foundation of China","keywords":"Bioanalysis; DNA; Nanotechnology; Computer science; Chemistry; Computational biology; Biochemical engineering; Materials science; Biology; Engineering; 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":[0.0004051033,0.0007880188,0.0006584147,0.001471466,0.0002302087,0.0006609947,0.0006536426,0.001097429,0.0008592935],"category_scores_gemma":[0.0004170247,0.0004635045,0.0004174103,0.00109806,0.0004335358,0.0009847052,0.000502805,0.001241757,0.001028105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005595453,"about_ca_system_score_gemma":0.0004881316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005304835,"about_ca_topic_score_gemma":0.0005672816,"domain_scores_codex":[0.9997951,0.00002855977,0.00001937457,0.00004983017,0.00008407891,0.00002298399],"domain_scores_gemma":[0.9999059,0.00003412504,0.00001741301,0.000004691712,0.00003039775,0.000007491058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000602909,0.0001573539,0.0002755691,0.01319363,0.00006392022,0.0004210077,0.0001687509,0.003272615,0.08035997,0.05263982,0.01099166,0.8383954],"study_design_scores_gemma":[0.00001043154,0.0001819876,0.0003081084,0.001004584,0.00003682182,0.001324857,0.00003746358,0.00129343,0.03656808,0.004358885,0.9548361,0.00003928487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002328277,0.9854463,0.005563942,0.0003436379,0.000344864,0.0000325632,0.00003623716,0.00004102908,0.005863188],"genre_scores_gemma":[0.01336509,0.9756947,0.005865805,0.0003377614,0.0001786355,0.00006084395,0.0000664141,0.000008421009,0.004422471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001471466,"threshold_uncertainty_score":0.004059732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07495155061552554,"score_gpt":0.3800722131873254,"score_spread":0.3051206625717998,"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."}}