{"id":"W2001255679","doi":"10.1021/ac701829c","title":"Antibiotic Susceptibility Testing at a Screen-Printed Carbon Electrode Array","year":2008,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Chemistry; Amperometry; Cyclic voltammetry; Adsorption; Electrode; Ferricyanide; Antibiotics; Potassium ferricyanide; Chromatography; Nuclear chemistry; Electrochemistry; Inorganic chemistry; Biochemistry; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001595246,0.0002603336,0.0002600891,0.000009251538,0.0001950102,0.00001356069,0.0002742321,0.0001273541,0.003244111],"category_scores_gemma":[0.0003126754,0.0002306312,0.0001122977,0.0003263416,0.000841965,0.00008257664,0.0003065424,0.0003422324,0.0006026494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545476,"about_ca_system_score_gemma":0.0000148861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002192896,"about_ca_topic_score_gemma":0.00001278029,"domain_scores_codex":[0.9979316,0.00003007589,0.0002988966,0.0006157067,0.0004385793,0.0006851539],"domain_scores_gemma":[0.9988994,0.0001108711,0.00006325897,0.0004006294,0.000006451224,0.0005194102],"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":[0.00001916466,0.0001702199,0.3479984,0.00001358221,0.00001286965,0.00005757611,0.00001072209,0.00004748919,0.6512684,0.000001310911,0.0002327897,0.0001675101],"study_design_scores_gemma":[0.0003457227,0.0000478442,0.1570371,0.00002033879,0.00004446151,0.000194517,0.000009813536,0.007818774,0.8335501,0.00005770172,0.0005268863,0.0003467605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8661594,0.00001902516,0.00003707871,0.0002140826,0.00001402289,0.00007808166,0.000004900944,0.00007991421,0.1333935],"genre_scores_gemma":[0.99523,0.00001619436,0.0004231683,0.0003212562,0.00006897655,5.876101e-7,0.00001231077,0.00002102563,0.003906457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1909613,"threshold_uncertainty_score":0.9976671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534947429120871,"score_gpt":0.2690533408886376,"score_spread":0.2337038665974289,"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."}}