{"id":"W2140024196","doi":"10.1093/jac/dkg403","title":"Treatment and outcome of Pseudomonas aeruginosa bacteraemia: an antibiotic pharmacodynamic analysis","year":2003,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Pharmacodynamics; Internal medicine; Antibiotics; Ciprofloxacin; Pseudomonas aeruginosa; Univariate analysis; Piperacillin; Population; Bacteremia; Ceftazidime; Multivariate analysis; Pharmacokinetics; Microbiology; Biology","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":[0.0002627947,0.0002488945,0.0009348695,0.0004455209,0.00004719578,0.00002691729,0.00009892773,0.0001029382,0.0001398123],"category_scores_gemma":[0.00001682548,0.0001873619,0.0004438384,0.0004276339,0.0001228532,0.000104615,0.000008252758,0.0002065665,0.000001778717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007040452,"about_ca_system_score_gemma":0.00009473022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001760417,"about_ca_topic_score_gemma":0.000002205815,"domain_scores_codex":[0.998522,0.00006956163,0.0007813704,0.0002043532,0.0001805152,0.000242159],"domain_scores_gemma":[0.9987599,0.00004304541,0.0005301133,0.000209474,0.000221741,0.0002356937],"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":[0.0005509154,0.001240585,0.1908952,0.00006840999,0.001920364,0.00008578593,0.0002619998,0.000114918,0.8017769,0.00004351629,0.0001170946,0.002924336],"study_design_scores_gemma":[0.01498315,0.00205205,0.07332188,0.00009138325,0.00458119,0.001482234,0.00008301612,0.001107659,0.8988804,0.00001081424,0.003046999,0.0003591957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978287,0.0002092276,0.0006392435,0.0007059798,0.0001661411,0.0001659247,0.00001288578,0.000009245374,0.000262643],"genre_scores_gemma":[0.9912961,0.00257414,0.005298229,0.0005337843,0.0001141053,6.61294e-8,0.000007946364,0.00003186885,0.0001437898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175733,"threshold_uncertainty_score":0.7640396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954911388055007,"score_gpt":0.321834954214305,"score_spread":0.3022858403337549,"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."}}