{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003080023,0.0002603327,0.0002847272,0.00006139818,0.0001265504,0.00003406895,0.0002739613,0.0001133068,0.000008092223],"category_scores_gemma":[0.000126175,0.0001980625,0.0002762555,0.0001177749,0.0001157446,0.000007073685,0.00007359663,0.0001109579,0.000003080198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000041552,"about_ca_system_score_gemma":0.0001342055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000218649,"about_ca_topic_score_gemma":0.00002351552,"domain_scores_codex":[0.9986669,0.00009421958,0.0002759234,0.0004787583,0.0001332363,0.0003509923],"domain_scores_gemma":[0.9988378,0.0001424311,0.0002500523,0.000620605,0.00009803306,0.00005104156],"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":[0.000788521,0.000187861,0.0003824028,0.00003821671,0.00005284393,8.828995e-7,0.000006962124,0.00002409208,0.9977815,0.000002074539,0.0001607347,0.0005739231],"study_design_scores_gemma":[0.000740003,0.0005308821,0.0002738929,0.00007835435,0.00006152763,0.000002709733,0.00001673791,0.005610599,0.9911223,0.000004381373,0.001296267,0.0002623339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981651,0.00001670775,0.0005848091,0.000359747,0.00007476523,0.0004964611,0.0002435618,0.00003158831,0.00002721915],"genre_scores_gemma":[0.9966957,0.000005913336,0.002428372,0.0003874638,0.00004604704,0.00002702531,0.0002900414,0.00004117113,0.00007823914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006659174,"threshold_uncertainty_score":0.8076752,"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."}}