{"id":"W2804993590","doi":"10.1093/ndt/gfy104.sp532","title":"SP532THE ASSOCIATION OF FUNCTIONAL STATUS WITH MORTALITY AND DIALYSIS MODALITY CHANGE: RESULTS FROM THE PERITONEAL DIALYSIS OUTCOMES AND PRACTICE PATTERNS STUDY (PDOPPS)","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University Health Network; Dalhousie University","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Intensive care medicine; Modality (human–computer interaction); Hemodialysis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009053154,0.000215707,0.0002760373,0.0008732549,0.0002898487,0.0005523405,0.0003975262,0.0003852215,0.002557083],"category_scores_gemma":[0.003125893,0.0001807185,0.0005177053,0.001361912,0.0001977103,0.0004071613,0.000589484,0.0005149944,0.000408884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556703,"about_ca_system_score_gemma":0.0003489524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004589788,"about_ca_topic_score_gemma":0.004664281,"domain_scores_codex":[0.9994821,0.0001256566,0.0000786645,0.0001162373,0.0001379215,0.00005948699],"domain_scores_gemma":[0.9980373,0.0002950714,0.0009474884,0.0001018108,0.0003048316,0.0003134992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006336629,0.00001374055,0.9981773,0.00001106421,0.00005359549,0.00001969894,0.00002907122,0.00001672701,0.00004496661,0.000006752867,0.0002359266,0.001327759],"study_design_scores_gemma":[0.00001088062,0.00003862473,0.9994817,0.000006706609,0.00002437916,0.00008153369,0.00005437472,0.00007817119,0.00001655691,0.00001063311,0.0001947668,0.000001660821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959044,0.0002915474,0.00010918,0.0001424511,0.00001006742,0.00001625383,0.002881985,0.000005281331,0.0006388407],"genre_scores_gemma":[0.9973128,0.0001119181,0.00007322622,0.00003277141,0.00001404583,0.00002175536,0.002169485,0.000002549998,0.0002614144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004589788,"threshold_uncertainty_score":0.009126186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03788608890325142,"score_gpt":0.3054483562658731,"score_spread":0.2675622673626217,"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."}}