{"id":"W2160535014","doi":"10.1093/jac/dkp435","title":"Resistance development profiling of piperacillin in combination with the novel  -lactamase inhibitor BLI-489","year":2009,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Piperacillin; Microbiology; Serial dilution; Agar; Drug resistance; Piperacillin/tazobactam; Agar plate; Agar dilution; Agar Dilution Method; Bacteria; Biology; Antibiotics; Medicine; Minimum inhibitory concentration; Genetics; Pseudomonas aeruginosa","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001949782,0.0004065526,0.000602948,0.0003113671,0.000112141,0.0003109323,0.0002554322,0.0004177801,0.0008347717],"category_scores_gemma":[0.0004773046,0.0001434919,0.0002329963,0.0003618941,0.00009469674,0.0002482938,0.0001685211,0.0003534944,0.0002516965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013149,"about_ca_system_score_gemma":0.0001378266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005064196,"about_ca_topic_score_gemma":0.0008830858,"domain_scores_codex":[0.9996377,0.0000941079,0.00003495197,0.00008115409,0.000109661,0.00004241156],"domain_scores_gemma":[0.9997466,0.0000457513,0.00008185147,0.00001387997,0.00007418581,0.00003770074],"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":[0.0006339363,0.0002215474,0.003502318,0.0001415956,0.0000335418,0.00006910881,0.00003153531,0.000312372,0.9853532,0.0000102669,0.0001441759,0.00954643],"study_design_scores_gemma":[0.00006049906,0.009131101,0.0382364,0.00003252829,0.0001444527,0.000902733,0.00008988477,0.003563816,0.9446546,0.00001947635,0.003144501,0.00001990433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947581,0.002706256,0.0009605552,0.00008055895,0.00001710883,0.00006555801,0.0005488443,0.0000596818,0.0008034251],"genre_scores_gemma":[0.991663,0.001860146,0.004149485,0.00005635573,0.00001548403,0.00005329516,0.001054887,0.00002174019,0.001125591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008347717,"threshold_uncertainty_score":0.002792537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006863448116487231,"score_gpt":0.2306109297414535,"score_spread":0.2237474816249662,"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."}}