{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004286618,0.001030423,0.0005134235,0.0006350641,0.0002812905,0.0006969171,0.001590574,0.001476496,0.00255913],"category_scores_gemma":[0.0004840209,0.0004447796,0.0003613595,0.0004052221,0.0002363128,0.0007433295,0.0009386154,0.001024517,0.001895499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453821,"about_ca_system_score_gemma":0.0002846479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002367598,"about_ca_topic_score_gemma":0.0003874347,"domain_scores_codex":[0.9993705,0.00008365666,0.00003912896,0.0002045859,0.0002368931,0.00006540156],"domain_scores_gemma":[0.9998435,0.0000346668,0.00003208223,0.00002005661,0.00004319232,0.00002652051],"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":[0.00002352577,0.00003112916,0.0000258918,0.0001709751,0.00001008511,0.0001113403,0.00002544757,0.000116114,0.9878892,0.0007858892,0.0006133536,0.01019694],"study_design_scores_gemma":[0.00001297381,0.0002250388,0.0002820817,0.00002819626,0.0000194312,0.0005018208,0.00002214404,0.002074612,0.9681627,0.0002499074,0.02839324,0.00002790042],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3272136,0.04826146,0.5684757,0.003204865,0.003534569,0.001039926,0.001885597,0.006055814,0.04032843],"genre_scores_gemma":[0.6428962,0.01398445,0.3093629,0.0017796,0.0003555266,0.0008918755,0.00129448,0.0001904088,0.0292445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00255913,"threshold_uncertainty_score":0.008561134,"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."}}