{"id":"W4378194348","doi":"10.1021/acssensors.3c00387","title":"Polyethersulfone-Based Microfluidic Device Integrated with DNA Extraction on Paper and Recombinase Polymerase Amplification for the Detection of <i>Salmonella enterica</i>","year":2023,"lang":"en","type":"article","venue":"ACS Sensors","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McGill University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Recombinase Polymerase Amplification; Salmonella enterica; Nucleic acid; Microfluidics; Salmonella; Detection limit; Chromatography; Nucleic acid methods; Loop-mediated isothermal amplification; Polymerase chain reaction; Dipstick; Chemistry; DNA; Biology; Materials science; Nanotechnology; Biochemistry; Bacteria; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0001343588,0.0001439396,0.0001285343,0.0001150872,0.0001048718,0.00002616519,0.0000466089,0.00008807506,0.000005195305],"category_scores_gemma":[0.0000371817,0.0001011725,0.00004543072,0.000454421,0.0000554082,0.00006586839,0.000003955259,0.0001293516,0.00001237736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003708293,"about_ca_system_score_gemma":0.000006945567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008947676,"about_ca_topic_score_gemma":0.00001821325,"domain_scores_codex":[0.9993296,0.00003391182,0.0001865546,0.0001812303,0.0001026917,0.0001660713],"domain_scores_gemma":[0.9993646,0.0002981449,0.0000548991,0.0001818022,0.00005551313,0.00004510209],"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":[0.0002273679,0.00002364504,0.00003405703,0.00004448161,0.00003824855,0.000001128978,0.00005021959,0.001379794,0.9778351,0.00001452078,0.0001519586,0.02019943],"study_design_scores_gemma":[0.0005135551,0.0002253361,0.002137326,0.00004532131,0.00006313668,0.000006317806,0.0003078296,0.03627282,0.9569702,0.00002160069,0.003298067,0.0001384723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924278,0.0002496862,0.006208476,0.0004025956,0.0001574383,0.0002802298,0.00001881009,0.0002141191,0.00004088937],"genre_scores_gemma":[0.9992706,0.0003804156,0.00005209374,0.00008601361,0.0000358721,0.0000315097,0.00001732958,0.0000370475,0.00008915272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03489303,"threshold_uncertainty_score":0.4125695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449309799369709,"score_gpt":0.2274129247479705,"score_spread":0.2129198267542735,"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."}}