{"id":"W4406920637","doi":"10.1177/08968608251313679","title":"Peritoneal dialysis and kidney transplantation: Your questions answered","year":2025,"lang":"en","type":"review","venue":"Peritoneal Dialysis International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Kidney transplantation; Transplantation; Dialysis; Kidney; Intensive care medicine; Hemodialysis; Kidney disease; Nephrology; Urology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001663568,0.0006741015,0.002063029,0.0009738518,0.0002264587,0.0001902718,0.0002903674,0.0004026224,0.0009366008],"category_scores_gemma":[0.0001544925,0.0005643765,0.001295749,0.0005997026,0.0001439635,0.0001938947,0.00005030027,0.0004377624,0.00007151723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700825,"about_ca_system_score_gemma":0.0006536159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002513359,"about_ca_topic_score_gemma":0.00003850149,"domain_scores_codex":[0.9967897,0.0001746573,0.001112395,0.0008597361,0.0007267047,0.0003367932],"domain_scores_gemma":[0.9983031,0.0002967957,0.0003170623,0.0004026777,0.0002497265,0.00043061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003377358,0.0009156,0.004166979,0.04029428,0.01357829,0.0009473831,0.0009668183,0.000009044175,0.00001326671,0.001514977,0.0006509001,0.9366047],"study_design_scores_gemma":[0.002568723,0.0001144086,0.001959675,0.02197193,0.0228173,0.0008308701,0.00004019218,0.0001339169,0.00001132044,0.00004183886,0.9487655,0.0007443288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009718656,0.9813996,0.0009297886,0.001127039,0.001600501,0.001070521,0.003912861,0.0001664772,0.009696018],"genre_scores_gemma":[0.0003690874,0.97736,0.002003851,0.0002995993,0.0006879454,0.0003983512,0.01176049,0.00005688821,0.007063862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9481146,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549884178381064,"score_gpt":0.3745443264931559,"score_spread":0.3390454847093453,"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."}}