{"id":"W2073168622","doi":"10.1128/aac.48.5.1719-1726.2004","title":"Peritoneal Fluid Titer Test for Peritoneal Dialysis-Related Peritonitis","year":2004,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Cefazolin; Peritoneal dialysis; Medicine; Peritonitis; Enterobacter cloacae; Staphylococcus epidermidis; Tobramycin; Ertapenem; Staphylococcus aureus; Internal medicine; Peritoneal fluid; Microbiology; Antibiotics; Pseudomonas aeruginosa; Gastroenterology; Continuous ambulatory peritoneal dialysis; Meropenem; Klebsiella pneumoniae; Gentamicin; Antibiotic resistance; Biology; Escherichia coli; 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":[0.001503532,0.0006028265,0.0005721966,0.001027157,0.0002162127,0.0004844114,0.0003432509,0.0004635009,0.001890314],"category_scores_gemma":[0.004333341,0.0001634005,0.0003592642,0.0005550653,0.0002906293,0.0003363472,0.0003439845,0.0006625503,0.0006317983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130258,"about_ca_system_score_gemma":0.0002134455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002208292,"about_ca_topic_score_gemma":0.0002357684,"domain_scores_codex":[0.9987106,0.0004520997,0.0001680394,0.0001619573,0.0003921585,0.0001151686],"domain_scores_gemma":[0.9979038,0.0009701178,0.0004680358,0.0001103544,0.0003696106,0.0001781699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002145252,0.0007580929,0.804238,0.0003598485,0.0001399221,0.00131393,0.0002416699,0.000374865,0.1516221,0.0002275656,0.001032304,0.03754634],"study_design_scores_gemma":[0.0001686039,0.009390516,0.8342459,0.0001185673,0.0001804481,0.01241971,0.0002586946,0.006246496,0.1321985,0.0002071356,0.004518448,0.0000471334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796806,0.002938259,0.01174835,0.0001861939,0.0001947822,0.000320144,0.0005458,0.0003164622,0.004069455],"genre_scores_gemma":[0.9915627,0.000331403,0.006764694,0.00009292402,0.00004173613,0.0001042013,0.0003610351,0.00001358388,0.0007276949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001890314,"threshold_uncertainty_score":0.007951498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009425878814805555,"score_gpt":0.2521594030749105,"score_spread":0.242733524260105,"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."}}