{"id":"W2889095607","doi":"10.3390/s18113634","title":"Selective Uropathogenic E. coli Detection Using Crossed Surface-Relief Gratings","year":2018,"lang":"en","type":"article","venue":"Sensors","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation","keywords":"Detection limit; Surface plasmon resonance; Materials science; Antimicrobial; Nanotechnology; Microbiology; Optoelectronics; Nanoparticle; Chemistry; Biology; Chromatography","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":[0.0002499314,0.0004270108,0.0002357756,0.0002814203,0.00007447245,0.0002675701,0.0004645986,0.0005394886,0.0003331244],"category_scores_gemma":[0.0002531214,0.0002165717,0.0002831436,0.0002025572,0.0002226593,0.0002730018,0.0003437094,0.0003075078,0.000271075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103796,"about_ca_system_score_gemma":0.0001376997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004235685,"about_ca_topic_score_gemma":0.0005549978,"domain_scores_codex":[0.9997066,0.00003269342,0.00001694504,0.0000847416,0.0001092936,0.00004977299],"domain_scores_gemma":[0.9998585,0.00002713226,0.00005137208,0.00001495729,0.00003295821,0.00001497344],"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":[0.0000143866,0.000009817301,0.0001001161,0.00003562,0.000004116534,0.00004590138,0.00001402608,0.0001099295,0.9978358,0.00005156137,0.00004307879,0.001735596],"study_design_scores_gemma":[0.000005742288,0.0001368345,0.0009655437,0.000003697627,0.000006489235,0.0001827273,0.00001644115,0.003309713,0.9944375,0.00002837683,0.0008957048,0.00001134987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732809,0.001903298,0.02218064,0.0001950098,0.00009018809,0.00004104667,0.000221025,0.0004201336,0.001667698],"genre_scores_gemma":[0.9683862,0.001129906,0.02878432,0.0001642035,0.0000224279,0.0000307337,0.0002178856,0.00002102775,0.001243315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005394886,"threshold_uncertainty_score":0.001526356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058933637382668,"score_gpt":0.2217167589252603,"score_spread":0.2111274225514336,"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."}}