{"id":"W7021042528","doi":"","title":"MO681PERITONEAL DIALYSIS TIME ON THERAPY AND REGIONAL DIFFERENCES IN DEATH, TRANSFER TO HEMODIALYSIS AND KIDNEY TRANSPLANTATION: RESULTS FROM THE PDOPPS","year":2021,"lang":"en","type":"article","venue":"Keele Research Repository (Keele University)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Peritoneal dialysis; Dialysis; Hazard ratio; Renal replacement therapy; Proportional hazards model; Cohort; Population","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":[0.001864117,0.0004225093,0.0005331484,0.001012139,0.0003297341,0.0008847838,0.0008767362,0.0005223087,0.002900498],"category_scores_gemma":[0.006679661,0.0004112951,0.002559033,0.001937273,0.0002926038,0.0009271345,0.001829449,0.0008746431,0.0003743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006186562,"about_ca_system_score_gemma":0.0007692142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03980562,"about_ca_topic_score_gemma":0.02173501,"domain_scores_codex":[0.9989686,0.0003639277,0.00008501972,0.0003045138,0.0001479837,0.0001298554],"domain_scores_gemma":[0.996065,0.001140426,0.001363219,0.0005296279,0.0003722331,0.0005294681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006037552,0.00003042382,0.9955534,0.00004069689,0.0007503697,0.00004738559,0.0001402904,0.0003050128,0.00004859649,0.00003168277,0.0005386436,0.001909698],"study_design_scores_gemma":[0.00004848718,0.0001364945,0.9979277,0.00002085175,0.000348896,0.00009739082,0.0003327504,0.0005925146,0.00002790797,0.00003716801,0.0004220251,0.000007806151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948965,0.0002614891,0.0002225736,0.00006602217,0.000009528736,0.00002067999,0.004107926,0.000008174943,0.0004071412],"genre_scores_gemma":[0.9959512,0.0001133258,0.0001260309,0.00003300273,0.0000139363,0.00003711666,0.003435056,0.00001223606,0.0002781281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03980562,"threshold_uncertainty_score":0.07914788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05583466056168451,"score_gpt":0.2659798117550676,"score_spread":0.2101451511933831,"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."}}