{"id":"W3138136337","doi":"10.3390/bios11080249","title":"On-Chip Glucose Detection Based on Glucose Oxidase Immobilized on a Platinum-Modified, Gold Microband Electrode","year":2021,"lang":"en","type":"article","venue":"Biosensors","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science Foundation Ireland","keywords":"Glucose oxidase; Platinum; Electrode; Chemistry; Biochemistry; Enzyme; Catalysis","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":[0.0002411134,0.0006461137,0.0006882026,0.0003604151,0.0001936748,0.0006819795,0.001417248,0.0006289117,0.001330605],"category_scores_gemma":[0.0004097527,0.0003983595,0.0003625612,0.0003293636,0.0001919634,0.0003873298,0.0004648057,0.0004773722,0.0008569048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003359229,"about_ca_system_score_gemma":0.0002200062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006711119,"about_ca_topic_score_gemma":0.001241488,"domain_scores_codex":[0.9995655,0.00004166737,0.00002604266,0.0001814196,0.0001306329,0.0000547157],"domain_scores_gemma":[0.9998513,0.00004585464,0.0000269055,0.00002086457,0.00003682606,0.00001815534],"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":[0.00005842372,0.00002996868,0.000178147,0.00008149845,0.00001341209,0.00004733188,0.00001300346,0.00007848497,0.9943606,0.00006767143,0.00013011,0.004941429],"study_design_scores_gemma":[0.000007364877,0.000129163,0.001100538,0.000004515871,0.00002318928,0.0001593923,0.00001178112,0.002258199,0.9945508,0.00003183756,0.001714275,0.000009021243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8082636,0.004615129,0.1768183,0.0004660548,0.0005106049,0.0003011272,0.001800458,0.001996393,0.005228402],"genre_scores_gemma":[0.7158999,0.003352821,0.2667481,0.0004173253,0.0001087558,0.0002744143,0.001660464,0.0001362594,0.01140198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001417248,"threshold_uncertainty_score":0.004451334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007305671061699955,"score_gpt":0.2003309330227928,"score_spread":0.1930252619610929,"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."}}