{"id":"W4220978627","doi":"10.1177/08968608221080586","title":"ISPD peritonitis guideline recommendations: 2022 update on prevention and treatment","year":2022,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":648,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Barts Charity","keywords":"Medicine; Peritonitis; Peritoneal dialysis; Intensive care medicine; Feline infectious peritonitis; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.003251164,0.0008931643,0.001617782,0.003172856,0.0006661573,0.001918101,0.002570613,0.003818197,0.01481256],"category_scores_gemma":[0.01230967,0.0005060245,0.002897295,0.003398072,0.000435095,0.001251902,0.00164683,0.004149119,0.009925335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003279155,"about_ca_system_score_gemma":0.008974451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02931656,"about_ca_topic_score_gemma":0.04024219,"domain_scores_codex":[0.996009,0.001129315,0.0009581177,0.0001529281,0.001469637,0.0002809571],"domain_scores_gemma":[0.9907033,0.001539548,0.001169389,0.000156709,0.005827427,0.000603479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005852179,0.0000862639,0.000713315,0.003057039,0.00008430811,0.0001299842,0.00006330835,0.0002574919,0.000116066,0.00103728,0.8236307,0.1707657],"study_design_scores_gemma":[0.0001505455,0.00006098161,0.002643459,0.01529882,0.0002256075,0.000439436,0.00008140614,0.0001606555,0.00009920888,0.00118792,0.9796242,0.00002781017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.003664186,0.4627573,0.009714116,0.2405804,0.01847764,0.002870017,0.04619718,0.001638486,0.2141007],"genre_scores_gemma":[0.01767533,0.6236873,0.05772137,0.1390735,0.008846766,0.004777632,0.09347209,0.0005322014,0.0542139],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02931656,"threshold_uncertainty_score":0.05829179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943606090502944,"score_gpt":0.3210035929253482,"score_spread":0.3015675320203188,"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."}}