{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001501485,0.000224623,0.0004862524,0.0008319879,0.0002861169,0.0005628735,0.0002070205,0.0005222178,0.0008975891],"category_scores_gemma":[0.005992102,0.0001913725,0.0005542638,0.0006883076,0.0003324841,0.0006018855,0.0003526863,0.0003998926,0.0002242337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002701882,"about_ca_system_score_gemma":0.0002726707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002820045,"about_ca_topic_score_gemma":0.0002107383,"domain_scores_codex":[0.9983681,0.0007224708,0.0002135039,0.0002194124,0.000332229,0.0001443579],"domain_scores_gemma":[0.9952246,0.001435898,0.002297601,0.0002254937,0.0004972412,0.0003191425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004687091,0.00005383659,0.9965738,0.00001698814,0.0000773338,0.0002164762,0.00002502318,0.0001179807,0.0003597229,0.00001969062,0.00005758497,0.002012786],"study_design_scores_gemma":[0.00001860355,0.0008760132,0.9955519,0.00001190257,0.00007106194,0.002069128,0.00008140712,0.0006843694,0.000268143,0.00004055944,0.0003173969,0.000009573556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998311,0.0007195969,0.00037456,0.00005894675,0.000006078397,0.00001587866,0.0001805216,0.000005496771,0.0003278221],"genre_scores_gemma":[0.99957,0.00009060855,0.0001171839,0.00001208033,0.00001558155,0.00001190303,0.0001452045,0.000001743611,0.00003579766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001501485,"threshold_uncertainty_score":0.00794071,"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."}}