{"id":"W4220739013","doi":"10.1021/acsnano.1c09575","title":"Electronic Mapping of a Bacterial Genome with Dual Solid-State Nanopores and Active Single-Molecule Control","year":2022,"lang":"en","type":"article","venue":"ACS Nano","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Human Genome Research Institute","keywords":"Genome; Nanopore; DNA; Nanopore sequencing; Epigenome; Computational biology; Escherichia coli; DNA sequencing; Nanotechnology; Computer science; Biology; Materials science; Genetics; Gene","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":[0.0002616741,0.0002211493,0.0001631508,0.0001730488,0.0002126313,0.0004754363,0.0004700555,0.0004730884,0.001266117],"category_scores_gemma":[0.0006158004,0.0001876578,0.000163242,0.0002103144,0.0004139612,0.0004639558,0.0004315667,0.0004650619,0.0003434596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004630543,"about_ca_system_score_gemma":0.0002259722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004760913,"about_ca_topic_score_gemma":0.001552143,"domain_scores_codex":[0.999775,0.00002803522,0.00001045135,0.00007018774,0.00008830809,0.00002796123],"domain_scores_gemma":[0.9997305,0.00009456054,0.0000481613,0.00004507917,0.00004679345,0.00003482873],"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":[0.00003989573,0.00002021041,0.0001159319,0.00003927054,0.000003808034,0.00001522164,0.00001426165,0.0002337083,0.9955733,0.001295025,0.0001338542,0.002515509],"study_design_scores_gemma":[0.000006512821,0.00003399206,0.0003258804,0.000003074987,0.000003522922,0.00003181486,0.00001221838,0.003791347,0.9933867,0.0002595119,0.002139017,0.000006369954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891016,0.001391681,0.09347329,0.001218688,0.0004035093,0.0001073644,0.001360642,0.0007699383,0.01217326],"genre_scores_gemma":[0.9110154,0.000477874,0.08284402,0.0001657636,0.0000295699,0.00009789308,0.000567013,0.0000533337,0.004749138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001266117,"threshold_uncertainty_score":0.004235625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005599440439492457,"score_gpt":0.1757699045989469,"score_spread":0.1701704641594544,"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."}}