{"id":"W2965974012","doi":"10.1039/c9nr04566j","title":"Fast capture and multiplexed detection of short multi-arm DNA stars in solid-state nanopores","year":2019,"lang":"en","type":"article","venue":"Nanoscale","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanopore; Solid-state; Stars; DNA; Star (game theory); Nanopore sequencing; Nanotechnology; Multiplexing; Materials science; Nanostructure; Chromosomal translocation; DNA sequencing; Computer science; Chemistry; Physics; Astrophysics; Telecommunications; Engineering physics","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":[0.0005041372,0.000353244,0.0003971274,0.0002753043,0.0001907086,0.0003969612,0.0003496944,0.0006241145,0.0002820897],"category_scores_gemma":[0.0007487351,0.0002506318,0.0003026385,0.0001899583,0.0004354892,0.0006505025,0.0004327501,0.0005157273,0.0002707596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316636,"about_ca_system_score_gemma":0.0002213246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000293226,"about_ca_topic_score_gemma":0.0006880967,"domain_scores_codex":[0.9994903,0.00009767112,0.00003511041,0.0001587235,0.0001801469,0.00003804081],"domain_scores_gemma":[0.9994886,0.0001874055,0.0001106896,0.00006023442,0.000095778,0.00005725551],"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":[0.0000218543,0.000008308552,0.0001038528,0.00001581897,0.00000252361,0.00001447282,0.00002486994,0.0001712568,0.9985399,0.00007692422,0.000007573136,0.00101262],"study_design_scores_gemma":[0.000003067802,0.00009123496,0.0003378514,0.000001922099,0.000003207767,0.00003503427,0.000009459367,0.004445883,0.9947736,0.00005124485,0.0002396632,0.000007846505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503294,0.0005310382,0.04796921,0.00007159642,0.00002969592,0.00007127731,0.0001215572,0.0002250469,0.0006511805],"genre_scores_gemma":[0.9191411,0.0005985284,0.07843881,0.00007228337,0.00001655196,0.0001085687,0.0001707906,0.00003751332,0.001416025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006241145,"threshold_uncertainty_score":0.002666175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00849943850791289,"score_gpt":0.2144164161889925,"score_spread":0.2059169776810796,"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."}}