{"id":"W2621581718","doi":"10.18433/j3493f","title":"Association Between Vancomycin Blood Brain Barrier Penetration and Clinical Response in Postsurgical Meningitis","year":2017,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Faculty of Medicine and Dentistry, University of Alberta","keywords":"Cmin; Cerebrospinal fluid; Medicine; Meningitis; rhinorrhea; Internal medicine; Pharmacokinetics; Immunology; Gastroenterology; Cmax; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004441834,0.000253613,0.00043648,0.0003557473,0.0002094069,0.0003870512,0.0001466298,0.0004241651,0.001190665],"category_scores_gemma":[0.002619286,0.0000812577,0.0002432456,0.0003846986,0.0002417396,0.0002668356,0.0002198823,0.0004869793,0.0002439707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067246,"about_ca_system_score_gemma":0.0001958416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003224848,"about_ca_topic_score_gemma":0.0004300612,"domain_scores_codex":[0.9995402,0.0001307568,0.00009002798,0.0000672388,0.00009121934,0.00008045359],"domain_scores_gemma":[0.9977884,0.0004583459,0.001080939,0.0000603413,0.0002824941,0.0003294327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001306608,0.0001238648,0.9912694,0.00004613304,0.00006718593,0.0003594485,0.00007659628,0.00006846273,0.00193614,0.000008375739,0.00008049559,0.004657375],"study_design_scores_gemma":[0.00001609901,0.0009729613,0.9975275,0.00001043275,0.00002444093,0.0007193806,0.00010232,0.0001567431,0.0002866339,0.00001522205,0.0001634877,0.000004777622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991444,0.0004392233,0.00005786973,0.00003452957,0.000006724606,0.000008896855,0.00004525915,0.000003680611,0.0002594172],"genre_scores_gemma":[0.9996934,0.00007850087,0.00004266106,0.00002472923,0.00001099268,0.000006450815,0.0000728466,7.644495e-7,0.00006968542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001190665,"threshold_uncertainty_score":0.00398314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07701023001611002,"score_gpt":0.4367764264542213,"score_spread":0.3597661964381113,"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."}}