{"id":"W2064077762","doi":"10.1021/ac0003596","title":"Rapid Antibiotic Susceptibility Testing via Electrochemical Measurement of Ferricyanide Reduction by <i>Escherichia </i><i>c</i><i>oli</i> and <i>Clostridium </i><i>s</i><i>porogenes</i>","year":2000,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Potassium ferricyanide; Chromatography; Ferricyanide; Ferrocyanide; Clostridium sporogenes; Penicillin; Antibiotics; Nuclear chemistry; Bacteria; Biochemistry; Clostridium; Inorganic chemistry; Electrode","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005799248,0.0004939645,0.0005640899,0.00002203744,0.0001270206,0.00004786302,0.0003739909,0.0004420529,0.0002489207],"category_scores_gemma":[0.0003394145,0.0005092373,0.0002027282,0.0003868454,0.0005815591,0.00001890907,0.0001145,0.0003302822,0.000009792299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008511073,"about_ca_system_score_gemma":0.0001844016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004470749,"about_ca_topic_score_gemma":0.000003067645,"domain_scores_codex":[0.9967287,0.00008949263,0.0008269335,0.001083765,0.0005785155,0.0006926247],"domain_scores_gemma":[0.9982353,0.0000388131,0.0002342097,0.0008057929,0.0003382688,0.0003476127],"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":[0.0002728859,0.0002896123,0.006646916,0.0002021394,0.0001271839,0.000003321417,0.000006529118,0.000002930598,0.9866525,0.000002115662,0.003598047,0.002195803],"study_design_scores_gemma":[0.0006607422,0.0002033035,0.0009197102,0.00006452342,0.0001563907,0.0001098552,0.00002735316,0.0001335609,0.991387,0.00004526119,0.005785811,0.000506533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923362,0.001822155,0.0003887403,0.0001536622,0.00004854209,0.0002300918,0.00003701303,0.00004885049,0.004934737],"genre_scores_gemma":[0.9968697,0.0006155084,0.001281309,0.0001641696,0.0003028051,0.00000503358,0.0001629528,0.00006313886,0.0005353795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005727205,"threshold_uncertainty_score":0.999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155847402423939,"score_gpt":0.2221566932141332,"score_spread":0.2105982191898938,"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."}}