{"id":"W4387911764","doi":"10.1053/j.ajkd.2023.09.004","title":"Standardized Peritonitis Reporting: A Quality Improvement Initiative of the Optimizing Prevention of Peritoneal Dialysis–Associated Peritonitis in the United States (OPPUS) Study","year":2023,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Hamilton Health Sciences; Agency for Healthcare Research and Quality; U.S. Department of Health and Human Services","keywords":"Peritoneal dialysis; Medicine; Peritonitis; Nephrology; Scopus; Internal medicine; Dialysis; Hemodialysis; Intensive care medicine; Family medicine; Gastroenterology; MEDLINE; Law; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02208281,0.0004697033,0.001007071,0.000899036,0.001461746,0.00203599,0.0009432121,0.007244051,0.001865156],"category_scores_gemma":[0.04962999,0.0006170656,0.0009631201,0.001869678,0.0008377611,0.001397363,0.001638259,0.005261057,0.0009213432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003502984,"about_ca_system_score_gemma":0.009426636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02514667,"about_ca_topic_score_gemma":0.04000149,"domain_scores_codex":[0.9779286,0.01374792,0.003652931,0.0007599227,0.003130727,0.0007798856],"domain_scores_gemma":[0.9338032,0.0295524,0.01277006,0.003255694,0.01346701,0.007151582],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001103521,0.0007019744,0.2651924,0.0002002138,0.0002686151,0.0006478716,0.0004132121,0.0002389245,0.000205773,0.001279871,0.6992761,0.03047143],"study_design_scores_gemma":[0.004777938,0.001267071,0.7334216,0.001786663,0.0006911373,0.001100731,0.003343494,0.005983911,0.0007887956,0.002714176,0.2437732,0.0003514286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06093539,0.001917784,0.0007534177,0.9009993,0.01139927,0.0005856802,0.01212622,0.0001150259,0.0111679],"genre_scores_gemma":[0.2125046,0.001965955,0.005068807,0.7503045,0.01365049,0.002261055,0.006821651,0.00008199873,0.007340963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9779172,"threshold_uncertainty_score":0.1167864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857308236565712,"score_gpt":0.3437854084963644,"score_spread":0.3052123261307073,"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."}}