{"id":"W3127455902","doi":"10.3390/catal11020191","title":"Catalysis on Nanostructured Indium Tin Oxide Surface for Fast and Inexpensive Probing of Antibodies during Pandemics","year":2021,"lang":"en","type":"article","venue":"Catalysts","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; University of Guelph","keywords":"Biosensor; Materials science; Nanotechnology; Indium tin oxide; Semiconductor; Indium; Surface modification; Catalysis; Electronics; Transducer; Chemical engineering; Optoelectronics; Chemistry; Thin film; Electrical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002219351,0.0002716361,0.0001855972,0.0001605169,0.0001033136,0.0002161886,0.000404522,0.0004390671,0.000276244],"category_scores_gemma":[0.0003319283,0.000191287,0.0001970832,0.0001233035,0.0002073476,0.0002126871,0.0002108402,0.0003220393,0.0001551579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896369,"about_ca_system_score_gemma":0.0001159019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002968105,"about_ca_topic_score_gemma":0.0005542564,"domain_scores_codex":[0.9998305,0.00002523299,0.000009593268,0.00004813062,0.00006672079,0.00001985373],"domain_scores_gemma":[0.9999204,0.00002753494,0.00001424747,0.000007608729,0.00002214156,0.000007950598],"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":[0.00002820808,0.00001472858,0.0001512251,0.00004596302,0.000003787385,0.00004272959,0.00001516067,0.0001146478,0.9966397,0.0001157673,0.00005368003,0.002774403],"study_design_scores_gemma":[0.000007735107,0.0001332756,0.0007413059,0.000003770117,0.000009982831,0.00009038915,0.00001727223,0.00449809,0.9933455,0.00004506742,0.001102295,0.000005342456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564666,0.004351683,0.03400857,0.0002898985,0.0002269346,0.00006601969,0.0001164941,0.0002374028,0.004236443],"genre_scores_gemma":[0.981369,0.0009127195,0.01619486,0.00009326213,0.00002241703,0.000028657,0.00008717926,0.00001496388,0.001276851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004390671,"threshold_uncertainty_score":0.001375914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193931447011672,"score_gpt":0.278293494023068,"score_spread":0.2563541795529513,"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."}}