{"id":"W4294811898","doi":"10.1021/acs.analchem.2c02287","title":"Electrochemical Quantification of Tobramycin Retention in <i>Pseudomonas aeruginosa</i> as Antimicrobial Susceptibility Indicator","year":2022,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canada Research Coordinating Committee; Research Manitoba; Cystic Fibrosis Foundation","keywords":"Pseudomonas aeruginosa; Antibiotics; Tobramycin; Chemistry; Antibiotic resistance; Bacteria; Antimicrobial; Microbiology; Bacterial growth; Biology; Biochemistry","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":[0.0002779027,0.0004966822,0.0002842785,0.0004846303,0.0002245084,0.0004676404,0.0004466318,0.00101566,0.0008386109],"category_scores_gemma":[0.0009208307,0.0001902991,0.0001842397,0.0004384164,0.0002222046,0.0002657523,0.0003221566,0.0006088428,0.0004507496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003142372,"about_ca_system_score_gemma":0.0002957326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067304,"about_ca_topic_score_gemma":0.002524168,"domain_scores_codex":[0.9993912,0.000145594,0.00002397646,0.0001413897,0.0002386533,0.0000592167],"domain_scores_gemma":[0.9996521,0.00008739715,0.00008082607,0.0000251579,0.0001156306,0.00003892416],"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":[0.00002633683,0.00001059001,0.0001758341,0.00003304534,0.000004325546,0.00001486581,0.00001427932,0.0000254298,0.9982336,0.00002155219,0.00002849211,0.001411781],"study_design_scores_gemma":[0.000003480747,0.0001466739,0.003388569,0.00001270967,0.00001364558,0.0002151323,0.00004905161,0.001047555,0.9941771,0.00002937285,0.0009059714,0.00001073634],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408041,0.006506301,0.04529935,0.0005732618,0.0001680353,0.0001189688,0.001303685,0.0005859877,0.004640463],"genre_scores_gemma":[0.9635434,0.002895718,0.02876214,0.0002454363,0.00003445039,0.0001431806,0.0005781527,0.00003198546,0.003765471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001067304,"threshold_uncertainty_score":0.002805412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404896080379606,"score_gpt":0.2594371903133294,"score_spread":0.2453882295095333,"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."}}