{"id":"W4211210751","doi":"10.21203/rs.3.pex-1591/v1","title":"Digital Immunoassay Protocol for Solid-State Nanopore Sensing","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint-Vincent Hospital; University of Ottawa","funders":"","keywords":"Nanopore; Immunoassay; Point of care; Nanotechnology; Digital microfluidics; Biosensor; Protocol (science); DNA; Chemistry; Materials science; Computer science; Antibody; Biology; Optoelectronics; Immunology; 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":[0.0004877464,0.0005850816,0.0003792829,0.0005188405,0.0005417849,0.0006148191,0.00104682,0.0006322255,0.007556083],"category_scores_gemma":[0.0006454966,0.0003954726,0.0002463592,0.0004497506,0.0005645044,0.0008050673,0.0007765627,0.001501538,0.002736522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008355714,"about_ca_system_score_gemma":0.0007039419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003795893,"about_ca_topic_score_gemma":0.0007809618,"domain_scores_codex":[0.9994689,0.00006267591,0.00005061956,0.0001610124,0.000193688,0.000063149],"domain_scores_gemma":[0.9996934,0.00008712878,0.00003469285,0.00007887691,0.00007577695,0.00003019346],"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":[0.0001150492,0.0001148625,0.00007369645,0.0001777359,0.00001138897,0.00006062376,0.00004750615,0.0004247527,0.9706952,0.007198945,0.001766813,0.01931354],"study_design_scores_gemma":[0.00001795453,0.00006236498,0.0001147376,0.000006456714,0.000006810193,0.00008477786,0.000009933912,0.002747624,0.9843856,0.001127801,0.0114231,0.00001287495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.1102307,0.001583508,0.854502,0.001141947,0.001005001,0.00198688,0.002914364,0.003260153,0.02337544],"genre_scores_gemma":[0.4032787,0.001478393,0.5410711,0.001068445,0.0001440083,0.004010994,0.003338933,0.0003016456,0.04530783],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.007556083,"threshold_uncertainty_score":0.02527761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06903926556117781,"score_gpt":0.396895720823131,"score_spread":0.3278564552619532,"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."}}