{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003993685,0.0001633739,0.0003484681,0.0004146234,0.0003431542,0.0001049124,0.0001656322,0.00008765128,0.00004642328],"category_scores_gemma":[0.00008537991,0.0001229788,0.000128504,0.0008498114,0.000185799,0.00009355054,0.00006244199,0.0002762741,0.000009348787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103708,"about_ca_system_score_gemma":0.0002181925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009478004,"about_ca_topic_score_gemma":0.0001591509,"domain_scores_codex":[0.9974654,0.0006696281,0.0002182594,0.0006233684,0.000718108,0.0003051956],"domain_scores_gemma":[0.9984341,0.0005639827,0.00001758682,0.0003702265,0.0001849003,0.000429257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.07726315,0.008113525,0.2269818,0.0008198315,0.009775027,0.04074566,0.0563454,0.0003292352,0.436756,0.02425298,0.02148396,0.09713339],"study_design_scores_gemma":[0.01069609,0.0008813173,0.9109576,0.0007226682,0.0007093165,0.00004269678,0.003511203,0.0009360166,0.02169907,0.000124997,0.04916421,0.0005547465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791179,0.0004189648,0.00002194861,0.005372293,0.0000300397,0.0003602369,0.00006306462,0.00002011281,0.01459542],"genre_scores_gemma":[0.9882697,0.004525961,0.00008731986,0.0004014889,0.000162393,0.000006505401,0.0001334035,0.00001263526,0.00640058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6839758,"threshold_uncertainty_score":0.501493,"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."}}