{"id":"W4297965033","doi":"10.1021/jacs.2c06192","title":"Capillary-Assisted Molecular Pendulum Bioanalysis","year":2022,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Sunnybrook Health Science Centre; University of Toronto; University of Calgary","funders":"","keywords":"Biosensor; Bioanalysis; Chemistry; Nanotechnology; Universality (dynamical systems); Detection limit; Biochemical engineering; Chromatography; Materials science; Physics","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":[0.0009405221,0.00110576,0.0005623638,0.0007078427,0.0004727864,0.0006560776,0.001629513,0.001189073,0.003146555],"category_scores_gemma":[0.0008546558,0.0004938556,0.0002768375,0.0004030575,0.0005647412,0.0006994212,0.0007025493,0.0009823752,0.001630109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007431857,"about_ca_system_score_gemma":0.0008281234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271878,"about_ca_topic_score_gemma":0.002687989,"domain_scores_codex":[0.9987755,0.000205138,0.00004386996,0.0002667046,0.0006058916,0.0001028609],"domain_scores_gemma":[0.9995931,0.0001585076,0.0000463459,0.00003823747,0.0001322205,0.00003159305],"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":[0.00007771559,0.00009036023,0.0001068012,0.0002143589,0.00002841343,0.00009716349,0.00004766406,0.000564452,0.9556622,0.00436675,0.002270373,0.03647381],"study_design_scores_gemma":[0.00003751933,0.0002910562,0.0003304137,0.00001508859,0.00001263559,0.0002650229,0.00001606779,0.02130363,0.9580587,0.0006029494,0.01900842,0.0000583881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1768229,0.01312896,0.7840334,0.001507316,0.001084612,0.001066507,0.0008338587,0.005009056,0.0165133],"genre_scores_gemma":[0.4785779,0.00652095,0.4921667,0.001140066,0.0001797812,0.001131279,0.0007328667,0.0001628445,0.01938763],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003146555,"threshold_uncertainty_score":0.0105263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005234370697131968,"score_gpt":0.2002277686169097,"score_spread":0.1949933979197777,"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."}}