{"id":"W3205486814","doi":"10.1177/08968608211051579","title":"Evaluation of intraperitoneal vancomycin in peritoneal dialysis-associated peritonitis","year":2021,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Vancomycin; Medicine; Peritonitis; Peritoneal dialysis; Internal medicine; Dialysis; Renal function; Surgery; Gastroenterology; Staphylococcus aureus","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":[0.001555409,0.0002550937,0.0004379984,0.001395952,0.0002521302,0.0007992538,0.0003354648,0.0002860992,0.0006492578],"category_scores_gemma":[0.005328937,0.0001400056,0.0003019512,0.001038422,0.0003203371,0.0004924844,0.0004057615,0.0004932045,0.0001608791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004887757,"about_ca_system_score_gemma":0.0004672739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008001473,"about_ca_topic_score_gemma":0.0009560156,"domain_scores_codex":[0.9987398,0.000340717,0.0003306632,0.0001265581,0.0003405059,0.0001217746],"domain_scores_gemma":[0.994831,0.001066052,0.002967136,0.00008562093,0.0006991887,0.0003509934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002036815,0.00003400074,0.9910898,0.00009360692,0.00001860823,0.001294529,0.00007294252,0.0000604521,0.0006376489,0.00001463933,0.00008817641,0.006391966],"study_design_scores_gemma":[0.00002228364,0.0009777964,0.9799745,0.0001555302,0.0001142985,0.01356396,0.0003944353,0.0008862605,0.002744562,0.00004064126,0.001115761,0.000009932858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943908,0.003017145,0.000558053,0.0000845396,0.00001623251,0.00006716087,0.0002424935,0.00001587992,0.001607721],"genre_scores_gemma":[0.9988508,0.0005349147,0.0003770397,0.00003921449,0.00001195862,0.000009251052,0.0001221454,0.000002285419,0.00005242232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001555409,"threshold_uncertainty_score":0.008225918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02765498689485313,"score_gpt":0.326313483820391,"score_spread":0.2986584969255379,"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."}}