{"id":"W4410525351","doi":"10.1016/j.snb.2025.138003","title":"Label-free electrochemical lateral flow immunosensor integrated with NFC technology for detection of Salmonella Typhimurium in food samples","year":2025,"lang":"en","type":"article","venue":"Sensors and Actuators B Chemical","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Thailand Science Research and Innovation; Toray Science Foundation; University of Toronto; Chulalongkorn University; Thailand Toray Science Foundation","keywords":"Salmonella; Chemistry; Electrochemistry; Food science; Microbiology; Chromatography; Biology; Bacteria; Electrode","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":[0.0005013312,0.0005182896,0.0003704969,0.000427523,0.0002784238,0.0002809747,0.000740748,0.0008576391,0.0006423634],"category_scores_gemma":[0.0004638629,0.0003832308,0.0003204968,0.0002116751,0.0002801674,0.0004354935,0.0003130459,0.0003952137,0.0003328165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004519174,"about_ca_system_score_gemma":0.000406055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009082776,"about_ca_topic_score_gemma":0.002249589,"domain_scores_codex":[0.9994256,0.00007232536,0.00003170815,0.0001575944,0.0002444044,0.00006846244],"domain_scores_gemma":[0.9997429,0.00005850789,0.00005066783,0.00002512978,0.00009990946,0.00002287167],"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":[0.00004955207,0.00001022659,0.00009576758,0.00002564234,0.000002151036,0.00001573603,0.000008430767,0.00004558651,0.9981226,0.00003800307,0.00003419486,0.001552144],"study_design_scores_gemma":[0.000004419285,0.00007997801,0.0009217017,0.000003406703,0.000008263747,0.00006497009,0.000007827921,0.002699514,0.9954708,0.00001939947,0.0007106052,0.000009107442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119756,0.001606179,0.0827449,0.0002641784,0.0002264334,0.00006913479,0.0004680002,0.0006471239,0.00199838],"genre_scores_gemma":[0.938326,0.0006000256,0.05713294,0.0002666564,0.00004961734,0.0001118239,0.0004545178,0.00003681738,0.003021594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009082776,"threshold_uncertainty_score":0.003278971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004355322367872694,"score_gpt":0.2281521844123851,"score_spread":0.2237968620445124,"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."}}