{"id":"W4386919594","doi":"10.1109/sas58821.2023.10254172","title":"Surface Imprinted Electroimpedance Biosensor for Detecting α-Synuclein for Parkinson's Disease","year":2023,"lang":"en","type":"article","venue":"","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biosensor; Parkinson's disease; Materials science; Nanotechnology; Disease; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002460256,0.000546347,0.0002580758,0.0003423176,0.0001217788,0.0002933583,0.0004505606,0.0006994115,0.0006418665],"category_scores_gemma":[0.0003486947,0.000239316,0.0002753455,0.0001923815,0.0002273347,0.0004472097,0.0002086749,0.0005946406,0.0005048465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001736756,"about_ca_system_score_gemma":0.0001259424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113541,"about_ca_topic_score_gemma":0.0003009682,"domain_scores_codex":[0.9997147,0.00003862323,0.00001688827,0.00005644553,0.0001554268,0.00001786854],"domain_scores_gemma":[0.999866,0.00004722712,0.00002861174,0.00001283294,0.00003391875,0.00001138726],"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":[0.00001603854,0.000009391778,0.00006374823,0.00003960336,0.000004596321,0.0000451446,0.000006315103,0.0001426594,0.9964987,0.00005682986,0.00004704352,0.003069825],"study_design_scores_gemma":[0.000001952203,0.00007095953,0.0004423517,0.000003833713,0.000008090987,0.0001619236,0.000007956277,0.003150925,0.9952992,0.00003843409,0.0008083613,0.00000611105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6343996,0.01292643,0.3423057,0.0006614592,0.0005383162,0.000152357,0.0005644105,0.001727958,0.006723814],"genre_scores_gemma":[0.8061737,0.004359215,0.1818758,0.0004122,0.00007391185,0.0001091122,0.0003548158,0.00005752464,0.006583783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006994115,"threshold_uncertainty_score":0.002147198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437366825493998,"score_gpt":0.236408549238633,"score_spread":0.222034880983693,"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."}}