{"id":"W4402346764","doi":"10.1149/1945-7111/ad788f","title":"Electrochemical Detection of Tobramycin Resistance in Escherichia Coli","year":2024,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Coordinating Committee; Research Manitoba","keywords":"Tobramycin; Escherichia coli; Electrochemistry; Microbiology; Chemistry; Materials science; Antibiotics; Biology; Electrode; Biochemistry; Gentamicin; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004164232,0.0003915536,0.0003252721,0.0004792819,0.0001783107,0.0003750027,0.0005283157,0.0009384034,0.0003787382],"category_scores_gemma":[0.001003327,0.0001951275,0.0002034613,0.0004779434,0.0002033106,0.0002798305,0.0003661207,0.0006057376,0.0002542526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458927,"about_ca_system_score_gemma":0.0002160872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006107626,"about_ca_topic_score_gemma":0.0009363814,"domain_scores_codex":[0.9991086,0.0002409796,0.00005187282,0.0002047255,0.000325783,0.00006802887],"domain_scores_gemma":[0.9997258,0.00008221361,0.00005159812,0.000022645,0.00009656462,0.00002127402],"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":[0.00001683947,0.0000146011,0.0002049826,0.0000358709,0.000005158219,0.00001906747,0.00001504301,0.00005486894,0.9966525,0.00004277535,0.00003026627,0.002907938],"study_design_scores_gemma":[0.000003873622,0.0001429572,0.00226058,0.00001049675,0.00001083621,0.0002266307,0.00004082545,0.002251223,0.9937562,0.00004864789,0.001237491,0.00001031867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819411,0.007161478,0.1054382,0.000596406,0.0002078588,0.0001233223,0.0006186587,0.0004825635,0.003430601],"genre_scores_gemma":[0.9175925,0.004866558,0.07316361,0.0002972787,0.00003931917,0.0001552261,0.0003755364,0.00002338697,0.003486578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009384034,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004422295291510349,"score_gpt":0.2306712111313703,"score_spread":0.2262489158398599,"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."}}