{"id":"W4410973680","doi":"10.1177/08968608251343768","title":"Transitions to and from peritoneal dialysis: Your questions answered","year":2025,"lang":"en","type":"review","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Peritoneal dialysis; Medicine; Hemodialysis; Dialysis; Intensive care medicine; Quality of life (healthcare); Modality (human–computer interaction); Treatment modality; Home hemodialysis; Epidemiology; Surgery; Internal medicine; Nursing","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":[0.000259169,0.00071885,0.00255259,0.001537208,0.0002425455,0.0003415044,0.0004856686,0.0003454447,0.001204088],"category_scores_gemma":[0.000324497,0.0006202989,0.001899464,0.001007293,0.0001377143,0.0001383831,0.0002989465,0.0004462653,0.0002094079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000360054,"about_ca_system_score_gemma":0.0004348109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005637489,"about_ca_topic_score_gemma":0.0001945146,"domain_scores_codex":[0.9959767,0.0002440307,0.001234308,0.001221053,0.0009175998,0.000406269],"domain_scores_gemma":[0.9979886,0.000214683,0.0002581197,0.0007178742,0.0002448542,0.0005758866],"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":[0.00009862871,0.0008604059,0.00007473396,0.002686169,0.008614128,0.0001491311,0.000593246,0.00001888916,0.00001957696,0.0009525633,0.004426214,0.9815063],"study_design_scores_gemma":[0.0005973662,0.00006186361,0.000811633,0.007589856,0.01903553,0.0000139577,0.0001351762,0.0002020199,0.000002159358,0.0001032075,0.9708593,0.0005878852],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002425426,0.9774189,0.001687795,0.003580043,0.001505982,0.001428814,0.00356074,0.0001746528,0.01040053],"genre_scores_gemma":[0.00123719,0.9807138,0.001903963,0.0006796999,0.001926884,0.0009643862,0.007749513,0.00007252232,0.004751995],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9809184,"threshold_uncertainty_score":0.999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962333247109348,"score_gpt":0.3542260430783194,"score_spread":0.3246027106072259,"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."}}