{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001495451,0.00009080211,0.0002384414,0.00001933412,0.00009466973,0.00001575688,0.0002812945,0.00002141122,0.00008127237],"category_scores_gemma":[0.00002261,0.00006434758,0.0007807944,0.0006432442,0.0001179542,0.00002587119,0.00009069878,0.0005278345,0.000001389594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263185,"about_ca_system_score_gemma":0.00001477528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001637702,"about_ca_topic_score_gemma":2.026027e-7,"domain_scores_codex":[0.9991143,0.00004056632,0.0002540295,0.0000728365,0.0003620178,0.0001561969],"domain_scores_gemma":[0.9995314,0.00002887022,0.0001801886,0.0001449883,0.0000404909,0.00007398508],"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":[0.000007300537,0.00003144235,0.0001406738,0.000006389856,0.0002880493,0.000005837731,0.00004788131,0.003592048,0.9866872,0.000007937106,0.005894938,0.00329033],"study_design_scores_gemma":[0.0007526729,0.00020525,0.00320493,0.00002067298,0.0007574588,0.0005462791,0.002121413,0.08120668,0.8645659,0.0005515377,0.04549557,0.0005716053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976666,0.0002636546,0.0005079758,0.0011991,0.0001430516,0.00002148972,0.000004568933,0.0000243562,0.0001692208],"genre_scores_gemma":[0.998512,0.00006594643,0.0007654435,0.0005104889,0.00009144246,0.000001236256,5.369284e-7,0.0000155005,0.00003746145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1221212,"threshold_uncertainty_score":0.2624018,"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."}}