{"id":"W3027904640","doi":"10.1021/acsomega.9b03252","title":"Intrinsic Enzyme-like Activities of Cerium Oxide Nanocomposite and Its Application for Extracellular H<sub>2</sub>O<sub>2</sub> Detection Using an Electrochemical Microfluidic Device","year":2020,"lang":"en","type":"article","venue":"ACS Omega","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of Kurdistan","keywords":"Nanocomposite; Cerium oxide; Microfluidics; Cerium; Materials science; Oxide; Biosensor; Electrochemistry; Nanotechnology; Extracellular; Enzyme; Chemical engineering; Chemistry; Electrode; Engineering; Metallurgy; Biochemistry; Physical chemistry","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":[0.0001607865,0.0002405844,0.0001425392,0.00012141,0.00008944823,0.0002699171,0.0001976326,0.0003874706,0.0004246666],"category_scores_gemma":[0.00030462,0.000123657,0.0001978436,0.00008942188,0.0002151376,0.0002031602,0.0001626795,0.0002932517,0.000126446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449394,"about_ca_system_score_gemma":0.0002322593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003498032,"about_ca_topic_score_gemma":0.0005793008,"domain_scores_codex":[0.9999081,0.000008918841,0.000006023703,0.00003153295,0.00002950056,0.0000158728],"domain_scores_gemma":[0.9999127,0.00002109844,0.00001749181,0.000008780089,0.00002253229,0.00001730628],"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":[0.00002288905,0.000004350957,0.00004474063,0.00001365366,0.000001382749,0.00001625748,0.000003384785,0.00002341613,0.9991469,0.00003523209,0.00001562599,0.0006721398],"study_design_scores_gemma":[0.000002917624,0.00003549055,0.0004600527,0.000001049798,0.00000307275,0.00007252462,0.000003788291,0.0004064402,0.9985185,0.00001286119,0.0004803495,0.000002900498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768919,0.002948263,0.01638105,0.0002505873,0.00008689152,0.00003670873,0.0002687118,0.0002295885,0.002906403],"genre_scores_gemma":[0.9878902,0.0005405734,0.00947198,0.00005861187,0.00001225551,0.0000254342,0.0002140766,0.00002157432,0.001765336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004246666,"threshold_uncertainty_score":0.001777232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163031500586816,"score_gpt":0.242331908704057,"score_spread":0.2260287586453754,"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."}}