{"id":"W4316661248","doi":"10.1109/jflex.2023.3237182","title":"System-on-Board Integrated Flexible OEGFET Aptasensor for Multianalyte Testing in Saliva","year":2023,"lang":"en","type":"article","venue":"IEEE Journal on Flexible Electronics","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interfacing; Microfluidics; Printed circuit board; Aptamer; Biosensor; Analyte; Computer science; Nanotechnology; Materials science; Embedded system; Computer hardware; Chemistry; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006908206,0.0003162141,0.0004373935,0.000674558,0.0002263984,0.0001319071,0.0003147396,0.0001511956,0.00001192047],"category_scores_gemma":[0.0001524062,0.0002879359,0.0001814354,0.00151725,0.00001931044,0.0001083577,0.00000973542,0.0007479863,0.000292999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007801069,"about_ca_system_score_gemma":0.000152828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001286982,"about_ca_topic_score_gemma":0.00002963686,"domain_scores_codex":[0.9978558,0.0000540595,0.0006302798,0.0002850942,0.0002991104,0.0008756847],"domain_scores_gemma":[0.9986662,0.0005944821,0.0001303152,0.0003149227,0.0001245925,0.0001694541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001511991,0.0001481932,0.000126398,0.0002156431,0.0002053297,0.00004622952,0.00007355015,0.8211526,0.1028115,0.006291094,0.03045625,0.03832207],"study_design_scores_gemma":[0.001535369,0.0005403918,0.0002693922,0.0008088615,0.00007149396,0.00008624025,0.0001809983,0.6960165,0.2084507,0.0008907689,0.09045924,0.000690085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934203,0.001788543,0.04003267,0.001975165,0.002690394,0.002411467,0.0003195047,0.005105116,0.01147409],"genre_scores_gemma":[0.9950914,0.0003171171,0.002289065,0.00009864705,0.0006044239,0.0001715739,0.00002415271,0.0001650664,0.001238525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251361,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175007159064655,"score_gpt":0.2699710196110378,"score_spread":0.2382209480203913,"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."}}