{"id":"W1593706834","doi":"10.1159/000071427","title":"Cardiovascular Risk in Peritoneal Dialysis","year":2003,"lang":"en","type":"review","venue":"Contributions to nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Royal Victoria Regional Health Centre; Royal Victoria Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Diabetes mellitus; Hyperinsulinemia; Dialysis; Intensive care medicine; Risk factor; Internal medicine; Anemia; Transplantation; Endocrinology; Insulin resistance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009264867,0.0004276893,0.003699776,0.0009409417,0.0001111138,0.00002775566,0.000192069,0.0004610507,0.0002981327],"category_scores_gemma":[0.0005654637,0.0003383441,0.002851735,0.001353172,0.00009245712,0.0000231802,0.0001370074,0.0005294281,0.0007953392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005220075,"about_ca_system_score_gemma":0.0004065926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001523403,"about_ca_topic_score_gemma":0.00005987665,"domain_scores_codex":[0.9966909,0.0009114018,0.00079581,0.0007185366,0.0002855389,0.0005977689],"domain_scores_gemma":[0.9981039,0.0001293414,0.0001609023,0.001071657,0.0001761488,0.0003580315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003602855,0.0003787134,0.00004734024,0.001865133,0.007607281,0.0004705298,0.00002311025,0.00007736019,2.381673e-7,0.001109751,0.008223039,0.9801615],"study_design_scores_gemma":[0.0008203708,0.00009488488,0.0002164072,0.0007253313,0.02186304,0.00003700552,0.000005003216,0.00000791569,1.06427e-7,0.00003351209,0.9759235,0.0002729469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003288582,0.9941375,0.001158222,0.0002523197,0.0002646455,0.001936197,0.0004846709,0.00004319689,0.001690318],"genre_scores_gemma":[0.0001136076,0.9967855,0.0001190597,0.0005837528,0.0003635905,0.0008921782,0.0006389785,0.00004002583,0.000463285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9798886,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731516667719047,"score_gpt":0.3177520229210701,"score_spread":0.3004368562438796,"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."}}