{"id":"W7005000695","doi":"","title":"PERITONEAL DIALYSIS TIME ON THERAPY AND REGIONAL DIFFERENCES IN DEATH, TRANSFER TO HEMODIALYSIS AND KIDNEY TRANSPLANTATION: RESULTS FROM THE PDOPPS","year":2021,"lang":"en","type":"other","venue":"Keele Research Repository (Keele University)","topic":"Phytochemistry and Bioactive Compounds","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Hemodialysis; Peritoneal dialysis; Dialysis; Kidney disease; Proportional hazards model","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002777508,0.0004402618,0.0004536054,0.0009410133,0.0003649267,0.0009801427,0.0007738213,0.0004236923,0.001865965],"category_scores_gemma":[0.00860503,0.0003439501,0.002449884,0.001557658,0.0004874913,0.0008059128,0.002259932,0.0009435032,0.0001656005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005406201,"about_ca_system_score_gemma":0.0007728765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02607834,"about_ca_topic_score_gemma":0.01368965,"domain_scores_codex":[0.9985955,0.0005602475,0.00008071015,0.0004277716,0.0001797487,0.0001559246],"domain_scores_gemma":[0.9938377,0.002524575,0.002003253,0.0006193151,0.0003893518,0.0006258279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004170951,0.00001590387,0.9959517,0.00003635485,0.0005696588,0.00004638695,0.0001558433,0.0003068694,0.00004519759,0.00004191843,0.0002493342,0.002163773],"study_design_scores_gemma":[0.0000242611,0.0001135235,0.9979254,0.00001734643,0.0003044331,0.0001310724,0.0004414884,0.0005364374,0.00003601226,0.00007281882,0.0003897936,0.00000733664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957792,0.0005347596,0.00049226,0.000132766,0.00001162126,0.00001925805,0.002479993,0.000009895417,0.0005402779],"genre_scores_gemma":[0.9981267,0.0001475768,0.0002022601,0.00003333499,0.00001478752,0.00002622366,0.001288173,0.00001029087,0.0001508145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02607834,"threshold_uncertainty_score":0.05185312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06355733125442896,"score_gpt":0.2645660499386547,"score_spread":0.2010087186842258,"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."}}