{"id":"W2948042251","doi":"10.1039/c9an00569b","title":"Detection of <i>Escherichia coli</i> O157:H7 and <i>Salmonella enterica</i> serotype Typhimurium based on cell elongation induced by beta-lactam antibiotics","year":2019,"lang":"en","type":"article","venue":"The Analyst","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada); University of British Columbia","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Salmonella enterica; Salmonella; Escherichia coli; Microbiology; Serotype; Bacteria; Enterobacteriaceae; Antibiotics; Pathogenic bacteria; Biology; Chemistry; Biochemistry","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":[0.0002819427,0.0007734903,0.0003156794,0.000371746,0.0001512525,0.0002767098,0.0003750769,0.0005809191,0.000862378],"category_scores_gemma":[0.0005430132,0.0002572734,0.0004791298,0.0002365428,0.000302909,0.0002162867,0.0003518988,0.0005831851,0.0006465461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823701,"about_ca_system_score_gemma":0.0002733568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007262328,"about_ca_topic_score_gemma":0.001380445,"domain_scores_codex":[0.9995043,0.0001419151,0.00002467551,0.0001116426,0.000151114,0.00006634478],"domain_scores_gemma":[0.9997309,0.00008746474,0.00006341653,0.00001889009,0.00006933245,0.00002994662],"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":[0.00003494179,0.00000959565,0.0001390096,0.00004649405,0.00000553303,0.00002672547,0.00001422569,0.00002513549,0.9978933,0.00002824507,0.00005138237,0.001725337],"study_design_scores_gemma":[0.000003089954,0.0001979138,0.001007261,0.00001037327,0.00001029622,0.0001331922,0.00002100836,0.0004602815,0.99718,0.00001349292,0.0009565019,0.000006549223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8775156,0.00505007,0.1063216,0.0003210551,0.0002031989,0.00020492,0.0009076683,0.0007018641,0.008773963],"genre_scores_gemma":[0.9092126,0.003636092,0.07699558,0.0002669245,0.00002505653,0.0002126969,0.001888494,0.00009333791,0.007669202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000862378,"threshold_uncertainty_score":0.002884984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005373392052246468,"score_gpt":0.1810140156504706,"score_spread":0.1756406235982241,"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."}}