{"id":"W2919640246","doi":"10.1021/acs.analchem.9b00326","title":"Versatile Electrochemical Sensing Platform for Bacteria","year":2019,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"H2020 Marie Skłodowska-Curie Actions; Fundação para a Ciência e a Tecnologia; Biotechnology and Biological Sciences Research Council; Wellcome Trust; Wellcome","keywords":"Biosensor; Chemistry; Nanotechnology; Escherichia coli; Bacteria; Pathogenic bacteria; Biochemical engineering; Combinatorial chemistry; Biochemistry; Biology; Materials science","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":[0.00004567513,0.000134271,0.0001826577,0.00001413904,0.00002350199,0.00003255729,0.00006624965,0.0001698368,0.0004298493],"category_scores_gemma":[0.00003732968,0.0001311941,0.0001263434,0.0001001776,0.0000245594,0.0000520669,0.00001331744,0.0001773148,0.000105064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007597531,"about_ca_system_score_gemma":0.000009431648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.637415e-7,"about_ca_topic_score_gemma":2.30324e-7,"domain_scores_codex":[0.9992436,0.000001311413,0.0001654657,0.0001855676,0.00009901048,0.0003050641],"domain_scores_gemma":[0.9996084,0.00007209885,0.00001259047,0.0001620465,0.00003163154,0.0001132281],"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":[0.0000221432,0.000008612942,0.00002991285,0.0001493901,0.00005094058,0.000001204634,0.000005230136,0.0000513183,0.9975217,0.0001016648,0.001133833,0.0009240785],"study_design_scores_gemma":[0.0002535942,0.00001563391,0.00003929952,0.00001371144,0.00003278113,0.000008563184,0.00001500642,0.3852467,0.6056197,0.0003349612,0.008243152,0.0001768809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763768,0.00001970101,0.005044057,0.00007539397,0.00009470878,0.00008881269,0.000007748947,0.0002162412,0.01807652],"genre_scores_gemma":[0.9979067,0.000005015875,0.0006539757,0.00004931028,0.0001957832,0.000001557192,0.00002983754,0.00002573022,0.00113208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3919019,"threshold_uncertainty_score":0.5349938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006374817714085534,"score_gpt":0.198902569782608,"score_spread":0.1925277520685224,"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."}}