{"id":"W2149871436","doi":"10.1128/aac.49.10.4009-4014.2005","title":"Evaluating Ciprofloxacin Dosing for <i>Pseudomonas aeruginosa</i> Infection by Using Clinical Outcome-Based Monte Carlo Simulations","year":2005,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Ciprofloxacin; Dosing; Regimen; Medicine; Pharmacokinetics; Internal medicine; Pseudomonas aeruginosa; Pharmacodynamics; Pharmacology; Antibiotics; Microbiology; Biology; Bacteria","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":[0.001941515,0.0005870383,0.0007637765,0.0003787022,0.0002233118,0.0006242311,0.0006727364,0.000934539,0.0007488546],"category_scores_gemma":[0.01299305,0.0003868713,0.0005689554,0.0002945336,0.0004656301,0.0003565497,0.00032607,0.0006389685,0.0001131256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223701,"about_ca_system_score_gemma":0.001464111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01690467,"about_ca_topic_score_gemma":0.009954344,"domain_scores_codex":[0.9994189,0.0003687782,0.00002474943,0.00005744325,0.00006524779,0.00006484192],"domain_scores_gemma":[0.9876331,0.01014004,0.001140776,0.0002942224,0.0005160805,0.0002758802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001447847,0.00004135741,0.005086467,0.00001494857,0.00003483759,0.00002748112,0.00001347835,0.9926893,0.0001937853,0.0003335675,0.00007467009,0.001345336],"study_design_scores_gemma":[0.00004895977,0.0001297959,0.0009849765,0.000006509164,0.0000214272,0.00001865219,0.00000830907,0.9979492,0.0002665508,0.0004623076,0.00009736683,0.000006040615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965817,0.0004020435,0.0300304,0.0004122207,0.00001870062,0.0001506085,0.0003083101,0.0001195381,0.002741291],"genre_scores_gemma":[0.9947749,0.0001270273,0.004442421,0.00009169058,0.000008865966,0.0001090994,0.00018627,0.00001054644,0.0002491845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01690467,"threshold_uncertainty_score":0.03361255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262382464083379,"score_gpt":0.4557051417124255,"score_spread":0.3294668953040877,"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."}}