{"id":"W4229009184","doi":"10.1093/ndt/gfac078.028","title":"MO691: Risk Factors Associated with Cognitive Dysfunction in Peritoneal Dialysis","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Comorbidity; Internal medicine; Risk factor; Montreal Cognitive Assessment; Population; Diabetes mellitus; Dialysis; Dementia; Hemodialysis; Disease; Surgery","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":[0.0003445474,0.0002971015,0.0003291013,0.000809142,0.0006516842,0.0006700095,0.0002821344,0.000379441,0.001567014],"category_scores_gemma":[0.001509062,0.0001432169,0.0003639428,0.001164437,0.000212833,0.0002969627,0.0004279976,0.0007197534,0.0001665128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349182,"about_ca_system_score_gemma":0.0003693195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617988,"about_ca_topic_score_gemma":0.002876478,"domain_scores_codex":[0.9997415,0.00005282413,0.00004129399,0.00004315099,0.00006298738,0.00005824603],"domain_scores_gemma":[0.9988542,0.0001624079,0.0006199881,0.00002872669,0.0001049405,0.0002297924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009309599,0.00003741312,0.9988496,0.000008041276,0.00001696195,0.0001231787,0.00001569449,0.0000208659,0.0000822521,0.000006962006,0.00004542145,0.000700536],"study_design_scores_gemma":[0.000004614685,0.00008856285,0.9989502,0.000006135397,0.00001831885,0.0005739834,0.00005731588,0.0001487146,0.00003351429,0.00001936813,0.00009687235,0.000002553904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988775,0.0004158987,0.00004516157,0.00005121982,0.000007389803,0.000004794034,0.0001583571,0.000002950428,0.0004368046],"genre_scores_gemma":[0.9997017,0.00006634706,0.00004202818,0.00001803262,0.00001160489,0.000002320024,0.00008471614,6.928693e-7,0.00007254038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003617988,"threshold_uncertainty_score":0.007193863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224416421911595,"score_gpt":0.2350280606158965,"score_spread":0.2227838963967806,"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."}}