{"id":"W2024879253","doi":"10.1021/ac100325f","title":"Detection of <i>Escherichia coli</i> O157:H7 Using Gold Nanoparticle Labeling and Inductively Coupled Plasma Mass Spectrometry","year":2010,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Escherichia coli; Chemistry; Inductively coupled plasma mass spectrometry; Mass spectrometry; Bacteria; Serotype; Chromatography; Colloidal gold; Detection limit; Enterobacteriaceae; Contamination; Immunoassay; Microbiology; Nanoparticle; Antibody; Biochemistry; Nanotechnology; Biology","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":[0.0006193193,0.0007676324,0.0005369464,0.0006215186,0.0002471739,0.0004137635,0.0006970164,0.001115204,0.0003371443],"category_scores_gemma":[0.0007120408,0.0003812544,0.0004981917,0.0003393489,0.0006542671,0.0004069263,0.0006360339,0.000508887,0.0004185347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005042013,"about_ca_system_score_gemma":0.0002573858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008403863,"about_ca_topic_score_gemma":0.0009981181,"domain_scores_codex":[0.99911,0.0002012837,0.00004892542,0.0001933453,0.0003667822,0.00007953634],"domain_scores_gemma":[0.999729,0.00007618043,0.00004492854,0.00002209105,0.0001038372,0.00002402009],"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":[0.00001759038,0.00001455792,0.0001701654,0.00005588152,0.000005181972,0.00003579758,0.00001920652,0.00008134264,0.9962891,0.00008718025,0.0000704764,0.003153426],"study_design_scores_gemma":[0.000005073628,0.0001102548,0.0005911433,0.00000678408,0.000008941135,0.0001812475,0.00002151295,0.001664095,0.9961104,0.00009176859,0.001198751,0.000009978439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6613717,0.005522893,0.3232802,0.0007216838,0.0002979968,0.0003300513,0.0003600782,0.00125162,0.006863718],"genre_scores_gemma":[0.638335,0.003382898,0.3526193,0.0005307319,0.00007577935,0.0002858348,0.0004570064,0.00009134444,0.004222097],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001115204,"threshold_uncertainty_score":0.003658235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009389137366869717,"score_gpt":0.2103752300296652,"score_spread":0.2009860926627955,"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."}}