{"id":"W2909075030","doi":"10.1007/s00604-018-3133-7","title":"Disposable syringe-based visual immunotest for pathogenic bacteria based on the catalase mimicking activity of platinum nanoparticle-concanavalin A hybrid nanoflowers","year":2019,"lang":"en","type":"article","venue":"Microchimica Acta","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Key Research and Development Program of China","keywords":"Platinum nanoparticles; Escherichia coli; Salmonella; Hydrogen peroxide; Platinum; Chemistry; Bacteria; Concanavalin A; Pathogenic bacteria; Catalase; Detection limit; Chromatography; Nuclear chemistry; Microbiology; Nanotechnology; Materials science; Biochemistry; Catalysis; Biology; Enzyme","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":[0.000481796,0.0003975243,0.0002868076,0.00038736,0.0001856522,0.0002660494,0.0008492395,0.0005863855,0.001752716],"category_scores_gemma":[0.000492329,0.000298577,0.0002397344,0.000192048,0.0002644221,0.000328588,0.0003945879,0.0004144711,0.0006302293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339868,"about_ca_system_score_gemma":0.0002875066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003875851,"about_ca_topic_score_gemma":0.0008777965,"domain_scores_codex":[0.9995725,0.00005154089,0.00002092037,0.0001024815,0.0002163375,0.00003613261],"domain_scores_gemma":[0.9995067,0.0001737338,0.0001001486,0.00004896039,0.0001146598,0.00005572192],"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":[0.00001836663,0.00001109967,0.0001071642,0.00002175331,0.000002743146,0.00002087319,0.000008398247,0.00001845764,0.9978101,0.00005820173,0.00006768094,0.001855161],"study_design_scores_gemma":[0.000008543824,0.0001002853,0.001047372,0.000003403084,0.000009463502,0.0001301571,0.000009973199,0.002355823,0.9953034,0.00004063432,0.0009827736,0.000008101405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6364409,0.001653224,0.3513515,0.0007159318,0.0003173455,0.0004776902,0.0008951973,0.003707264,0.004440987],"genre_scores_gemma":[0.8134389,0.0007245649,0.1769379,0.0004669644,0.00006767507,0.000302721,0.0005569011,0.0001429561,0.007361377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001752716,"threshold_uncertainty_score":0.005863369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007271567034597044,"score_gpt":0.2401741842307913,"score_spread":0.2329026171961942,"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."}}