{"id":"W2323026807","doi":"10.3136/fstr.22.53","title":"Rapid Immunochromatographic Assay for <i>Escherichia coli</i> O157:H7 in Bovine Milk Using IgY Labeled by Fe<sub>3</sub>O<sub>4</sub>/Au Composite Nanoparticles","year":2016,"lang":"en","type":"article","venue":"Food Science and Technology Research","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Detection limit; Escherichia coli; Chemistry; Conjugate; Chromatography; Bovine milk; Molecular biology; Biochemistry; Biology","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":[0.0007394888,0.000853832,0.0004470102,0.0005838188,0.0001802418,0.0003310279,0.0005468524,0.0007311664,0.001117466],"category_scores_gemma":[0.000541823,0.0004210799,0.0003525092,0.0003446859,0.0003473733,0.0002728392,0.0004117072,0.0008894526,0.0006332681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741229,"about_ca_system_score_gemma":0.0003190502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005461953,"about_ca_topic_score_gemma":0.00121384,"domain_scores_codex":[0.9992505,0.0001510515,0.0000495449,0.0002084389,0.0002508457,0.00008955257],"domain_scores_gemma":[0.9995787,0.0001131685,0.0000962957,0.00003650005,0.0001313493,0.00004407679],"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":[0.00001738652,0.00001628249,0.0001532274,0.00003210997,0.000003172475,0.00001197909,0.00001285392,0.00001627617,0.9986581,0.00002415904,0.00003544021,0.001018981],"study_design_scores_gemma":[0.000004313775,0.0001573908,0.001535321,0.000006091502,0.00001315906,0.00008224062,0.00001622066,0.0007453248,0.9967701,0.00001328089,0.0006510791,0.000005486026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.750225,0.002435907,0.2390768,0.0002886156,0.0001758821,0.0005866003,0.0006587098,0.001368319,0.005184133],"genre_scores_gemma":[0.7413392,0.002348912,0.2401583,0.0003539277,0.00007719484,0.0007030075,0.001657554,0.0001520616,0.01320992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001117466,"threshold_uncertainty_score":0.00391084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455455652491953,"score_gpt":0.2986336751379856,"score_spread":0.2740791186130661,"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."}}