{"id":"W2164526370","doi":"10.1128/aac.48.5.1879-1881.2004","title":"Rapid Colorimetric Assay for Antimicrobial Susceptibility Testing of <i>Pseudomonas aeruginosa</i>","year":2004,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pseudomonas aeruginosa; Tobramycin; Ofloxacin; Formazan; Microbiology; Colorimetry; Antimicrobial; Chemistry; Antibiotics; Biology; Bacteria; Chromatography; Biochemistry; Ciprofloxacin; Gentamicin","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003079625,0.0002575104,0.000338144,0.00006306597,0.0001324572,0.00003988878,0.0002249458,0.0002087101,0.00001773631],"category_scores_gemma":[0.0001095301,0.0002474728,0.000150494,0.0002091418,0.0002520965,0.00001029823,0.00006811984,0.00007305139,0.00000206409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002303382,"about_ca_system_score_gemma":0.0001095058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006467856,"about_ca_topic_score_gemma":0.00001743504,"domain_scores_codex":[0.9985896,0.00003714502,0.000395681,0.000523504,0.00009543839,0.0003586699],"domain_scores_gemma":[0.9991596,0.00003732331,0.0002265579,0.0003293939,0.0001721486,0.00007491568],"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":[0.0003651098,0.0002723577,0.0579259,0.0001222999,0.00009083289,0.000001429551,0.00004564773,0.00001365704,0.9293687,0.00003350989,0.00718147,0.004579086],"study_design_scores_gemma":[0.003336471,0.0004553044,0.04666726,0.00006888658,0.00003388304,0.00002137804,0.00001988178,0.000006540585,0.9301025,0.00006224785,0.01888508,0.0003405711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953244,0.00006144014,0.003109923,0.0003937192,0.0002292131,0.0005250196,0.0001054655,0.00001849071,0.0002323748],"genre_scores_gemma":[0.9819888,0.0005754096,0.01513264,0.001793575,0.0002359851,0.000003923293,0.0001030871,0.00004447877,0.0001220739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333552,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714063165630713,"score_gpt":0.2548319715383863,"score_spread":0.2376913398820792,"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."}}