{"id":"W4402941448","doi":"10.1007/s00604-024-06708-3","title":"Portable detection of Salmonella in food of animal origin via Cas12a-RAA combined with an LFS/PGM dual-signaling readout biosensor","year":2024,"lang":"en","type":"article","venue":"Microchimica Acta","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"Modern Agricultural Technology Industry System of Shandong province; National Key Research and Development Program of China","keywords":"Salmonella; Biosensor; Dual (grammatical number); Dual purpose; Computational biology; Biology; Nanotechnology; Materials science; Engineering; Bacteria; Genetics; Art","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":[0.0006339182,0.000961511,0.0009092725,0.000546478,0.0002991562,0.0006675629,0.00114193,0.0009689747,0.001424051],"category_scores_gemma":[0.00036123,0.0005683199,0.0006106578,0.0004314256,0.0003907743,0.0004622102,0.0005953628,0.0008939173,0.001280345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006867481,"about_ca_system_score_gemma":0.0003997621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009286662,"about_ca_topic_score_gemma":0.002377833,"domain_scores_codex":[0.9991704,0.0001094714,0.00004651459,0.000304761,0.0002772132,0.00009164425],"domain_scores_gemma":[0.9996772,0.00007567939,0.00008254515,0.00004734098,0.00007318496,0.00004411112],"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":[0.00002878258,0.00000977644,0.00007638041,0.00002453429,0.000003995595,0.0000153557,0.00001102428,0.00001932874,0.9988418,0.00002722526,0.00005620859,0.0008854649],"study_design_scores_gemma":[0.000004154697,0.00006818994,0.0005322675,0.000002708344,0.00001030176,0.00005073104,0.00001318436,0.001174169,0.9975404,0.0000125232,0.0005826927,0.000008696672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227642,0.001277958,0.0679528,0.0005415462,0.0002355242,0.00009729651,0.001433865,0.00270912,0.002987642],"genre_scores_gemma":[0.8730218,0.0008343708,0.1137802,0.0002322204,0.0000718389,0.0001914687,0.001089344,0.0001556678,0.01062318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001424051,"threshold_uncertainty_score":0.004982769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034971680950855,"score_gpt":0.2549820001543835,"score_spread":0.244632283344875,"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."}}