{"id":"W4413922173","doi":"10.1053/j.ajkd.2025.08.002","title":"Peritoneal Dialysis in the United States: Growing Pains or Making Gains?","year":2025,"lang":"en","type":"editorial","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01058829,0.00489126,0.006163907,0.004015283,0.003858288,0.01118793,0.00421563,0.02815215,0.01374922],"category_scores_gemma":[0.0368674,0.001629354,0.003470028,0.002715371,0.002939562,0.006957951,0.002012452,0.03231772,0.007260873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005174354,"about_ca_system_score_gemma":0.006973107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00508387,"about_ca_topic_score_gemma":0.01277831,"domain_scores_codex":[0.992675,0.001753465,0.001154847,0.0007071772,0.003183878,0.0005256681],"domain_scores_gemma":[0.9658138,0.01622581,0.002034143,0.0005220586,0.01054307,0.004861103],"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":[0.0000576811,0.00001728558,0.00005390044,0.0003637863,0.00003484364,0.00009367425,0.00001238246,0.00002023701,0.000019666,0.0002206961,0.9930937,0.006012106],"study_design_scores_gemma":[0.0003747271,0.00008594873,0.001243288,0.003312851,0.0004161032,0.0004506251,0.0002608477,0.000424349,0.0001242552,0.001955276,0.9912794,0.00007235042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003373239,0.01241518,0.00004758931,0.05454682,0.931814,0.00001171534,0.00004815294,0.00002901916,0.001053743],"genre_scores_gemma":[0.0003970056,0.008963176,0.0000596536,0.02714741,0.9612418,0.00001544281,0.00002178633,0.00001317115,0.002140579],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02815215,"threshold_uncertainty_score":0.05599689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306028707104039,"score_gpt":0.3175630847880167,"score_spread":0.3045027977169763,"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."}}