{"id":"W7075658542","doi":"","title":"Role of AcrR and ramA in fluoroquinolone resistance in clinical Klebsiella pneumoniae isolates from Singapore","year":2003,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Ciprofloxacin; Efflux; Klebsiella pneumoniae; Complementation; DNA gyrase; Gene; Levofloxacin; Cephalosporin","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":[],"consensus_categories":[],"category_scores_codex":[0.001924252,0.0001345571,0.0005310088,0.0006027751,0.0001344744,0.00003894405,0.0002950784,0.0001592984,0.0008854702],"category_scores_gemma":[0.0003492029,0.0001756056,0.00009085989,0.0005707375,0.0005238949,0.0002999895,0.0002454034,0.0004201659,0.000274141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252089,"about_ca_system_score_gemma":0.00007096622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003085,"about_ca_topic_score_gemma":0.0007347093,"domain_scores_codex":[0.9980483,0.0001254305,0.0005840973,0.0006596601,0.00007802062,0.0005044682],"domain_scores_gemma":[0.9989965,0.0002716692,0.0002073035,0.0003287109,0.00006306636,0.0001327716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000153081,0.0003453685,0.8437064,0.00004501552,0.00009068147,0.0001474836,0.0017471,0.00002123997,0.00003930639,0.1472085,0.00626605,0.00022979],"study_design_scores_gemma":[0.00363206,0.0001947993,0.6578819,0.0001951043,0.0000105281,0.00000140419,0.01872962,0.0003620182,0.0001143296,0.03295013,0.2853095,0.0006186648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8547266,0.0008712168,0.00000400503,0.0003842999,0.0001270762,0.0001895285,0.0002602719,0.00001079085,0.1434263],"genre_scores_gemma":[0.9751496,0.00206323,0.0003332945,0.00001274632,0.00001649929,9.890891e-7,0.00001028315,0.00001050778,0.0224028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2790434,"threshold_uncertainty_score":0.9695278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03873435403411843,"score_gpt":0.2615045091130832,"score_spread":0.2227701550789648,"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."}}