{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003845695,0.0002671549,0.0004208494,0.0003435481,0.0003719444,0.0001790302,0.0004872704,0.0002551261,0.0003173531],"category_scores_gemma":[0.0000561684,0.0002168388,0.00009130553,0.0005181198,0.0004130502,0.00007914039,0.00008644982,0.0004111539,0.0000101518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252724,"about_ca_system_score_gemma":0.0002693677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384371,"about_ca_topic_score_gemma":0.0003537372,"domain_scores_codex":[0.9970061,0.0008752988,0.0001932796,0.0009095807,0.0006481288,0.0003675795],"domain_scores_gemma":[0.9984236,0.0007073724,0.0000406005,0.0004335367,0.0001079089,0.0002869238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003469398,0.0003215084,0.001721155,0.0001030238,0.0002749993,0.001001112,0.002745659,0.000002544286,0.9719751,0.0002424771,0.01698691,0.001156061],"study_design_scores_gemma":[0.007521176,0.0008518053,0.03915597,0.002636828,0.0002669464,0.0000811199,0.001856258,0.0001423833,0.4715466,0.0001297714,0.4739638,0.001847309],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927554,0.000793211,0.00001682184,0.0009143978,0.00008751944,0.0003952415,0.0004561088,0.00004461905,0.1045367],"genre_scores_gemma":[0.7445759,0.006742978,0.0002057901,0.0001771995,0.0009278938,0.00001933013,0.0003925531,0.000105486,0.2468529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5004285,"threshold_uncertainty_score":0.884243,"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."}}