{"id":"W4415219459","doi":"10.1016/j.snr.2025.100395","title":"Electrochemiluminescent magnetic biosensor for simultaneous microRNA and parathyroid hormone detection via resonance energy transfer","year":2025,"lang":"en","type":"article","venue":"Sensors and Actuators Reports","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Chang Gung Memorial Hospital; Chang Gung Memorial Hospital, Linkou; Ministry of Education; National Science and Technology Council","keywords":"Biosensor; Förster resonance energy transfer; Chemiluminescence; Thyroid nodules; Energy transfer; Biomarker; Parathyroid hormone; Magnetic nanoparticles; Thyroid cancer","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":[0.00009215026,0.000233321,0.0002349358,0.00007652542,0.0001495731,0.0000291806,0.00003474746,0.0002066193,2.595066e-7],"category_scores_gemma":[0.00007160476,0.0002053346,0.00009282062,0.0001267271,0.0001213995,0.000003868642,0.0000274848,0.00006539172,5.411255e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000151486,"about_ca_system_score_gemma":0.00002166374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002368035,"about_ca_topic_score_gemma":0.00003973481,"domain_scores_codex":[0.9987532,0.00002190301,0.0003092147,0.0005750976,0.00007627633,0.0002642442],"domain_scores_gemma":[0.9994706,0.00002762505,0.00006975536,0.0002495217,0.0001081102,0.00007437114],"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":[0.000166935,0.00003014971,0.00004992562,0.00001478911,0.00003157662,0.00002610742,0.000008109167,8.017486e-7,0.9488062,0.000009598841,0.0001582388,0.05069755],"study_design_scores_gemma":[0.0002511799,0.0003505007,0.0001889432,0.00001390188,0.00007386807,0.0002541535,0.00001783885,0.0002757497,0.9470808,0.0002022436,0.05105351,0.0002373326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808939,0.006869511,0.01177089,0.0001207055,0.00004108054,0.0002049843,0.000009006543,0.00004193114,0.00004799348],"genre_scores_gemma":[0.9942337,0.002722106,0.001287665,0.0002354449,0.00008893284,0.00001705506,0.00003795841,0.00002023448,0.001356924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05089527,"threshold_uncertainty_score":0.83733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002523019643171543,"score_gpt":0.2155551849690475,"score_spread":0.213032165325876,"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."}}