{"id":"W4401056339","doi":"10.1016/j.ekir.2024.07.022","title":"Keep Calm and Dialyze On: Debunking the Myths of Peritoneal Dialysis Leaks","year":2024,"lang":"en","type":"letter","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"Western University","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Dialysis; Intensive care medicine; Catheter; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.01261751,0.0007230638,0.001079495,0.0024534,0.005342144,0.00819491,0.002050269,0.008034693,0.009148475],"category_scores_gemma":[0.07296994,0.0006000003,0.00122444,0.001342331,0.0117484,0.02041437,0.005118336,0.02563148,0.004358639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003717991,"about_ca_system_score_gemma":0.008001053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003922171,"about_ca_topic_score_gemma":0.008652338,"domain_scores_codex":[0.9917977,0.004671707,0.0006117958,0.000493109,0.001789802,0.0006358136],"domain_scores_gemma":[0.9520612,0.03026816,0.004008837,0.001329045,0.007543945,0.004788706],"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":[0.00008887705,0.00008016075,0.001809611,0.002163948,0.00008291959,0.0005435715,0.01049441,0.00005353487,0.0002006184,0.007501211,0.7995272,0.177454],"study_design_scores_gemma":[0.0000879699,0.0002239915,0.002763968,0.01320754,0.0001253016,0.004147136,0.02360728,0.0001944906,0.0003424085,0.03195189,0.9231803,0.0001677711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002147676,0.09107491,0.000870684,0.8801602,0.02022123,0.00001764689,0.00005069927,0.0001045099,0.005352427],"genre_scores_gemma":[0.04255181,0.2267236,0.002592435,0.6874192,0.03164099,0.00008132873,0.0001282953,0.000312768,0.008549592],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01261751,"threshold_uncertainty_score":0.06672859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226810599245691,"score_gpt":0.2684128037244755,"score_spread":0.2561446977320185,"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."}}