{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003751532,0.0003000486,0.0005586892,0.000375115,0.00005944279,0.0001245423,0.00016976,0.0002384393,0.0006015661],"category_scores_gemma":[0.0007312708,0.000185611,0.0005441688,0.0001635655,0.0001584931,0.00003814132,0.0002191403,0.0007541486,0.00003233104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264166,"about_ca_system_score_gemma":0.0002259861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116985,"about_ca_topic_score_gemma":0.000004243414,"domain_scores_codex":[0.9970502,0.00005168394,0.0007583568,0.0005909537,0.001336039,0.0002127797],"domain_scores_gemma":[0.998544,0.0001266536,0.0004271024,0.0005446595,0.00019602,0.0001615412],"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":[0.00003655984,0.0000724592,0.0005414166,0.0003753454,0.002323935,0.009063745,0.0002208025,0.000007352788,0.00005606424,0.0001871899,0.9827606,0.00435453],"study_design_scores_gemma":[0.0001750221,0.00005348495,0.0009452602,0.0008372,0.00171645,0.0003076973,0.00003516543,0.0001942917,0.0001079754,0.0005400742,0.9949062,0.0001812178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002832472,0.0005646494,0.00003431711,0.8693901,0.00350164,0.0004266415,0.0001142253,0.00005155883,0.1230844],"genre_scores_gemma":[0.2600297,0.0003874328,0.000100718,0.6842102,0.009496488,0.0001314715,0.00192224,0.0001034264,0.04361836],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2571972,"threshold_uncertainty_score":0.7568995,"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."}}