{"id":"W7008582074","doi":"","title":"Cognitive impairment and its risk factors in patients on continuous ambulatory peritoneal dialysis","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuous ambulatory peritoneal dialysis; Marital status; Logistic regression; Diabetes mellitus; Incidence (geometry); Risk factor; Uric acid; Peritoneal dialysis; Cognitive impairment; Ambulatory","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":[0.0004560328,0.0003801443,0.0003475174,0.0007778747,0.0004623181,0.0006598183,0.0002674614,0.0004384918,0.00118525],"category_scores_gemma":[0.001785746,0.0001931347,0.0004455147,0.001067323,0.0002223106,0.0004755144,0.0004066797,0.0008063809,0.0001503316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003229826,"about_ca_system_score_gemma":0.0002833839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00553174,"about_ca_topic_score_gemma":0.00490626,"domain_scores_codex":[0.9996778,0.00006153515,0.0000374975,0.00005178816,0.0000893453,0.00008204073],"domain_scores_gemma":[0.9990156,0.0001219361,0.0005396126,0.00003271395,0.00009967599,0.0001904652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00010558,0.000035285,0.9987723,0.000007536543,0.0000301424,0.00006126462,0.00002044189,0.00001799509,0.00002772422,0.000006452528,0.00005920142,0.000855982],"study_design_scores_gemma":[0.000005414365,0.00006845323,0.9993703,0.000005370166,0.00001489698,0.0002203115,0.00007415689,0.0001310234,0.00001358447,0.00001663643,0.00007743485,0.000002463227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982169,0.0009503347,0.00004412678,0.0000723342,0.00001251671,0.000006714757,0.0001978702,0.000002236529,0.0004969552],"genre_scores_gemma":[0.9993747,0.0002337703,0.00003640296,0.00002260676,0.00002844064,0.000005115643,0.0001936821,5.278043e-7,0.0001048109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00553174,"threshold_uncertainty_score":0.01099908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0931327356472249,"score_gpt":0.4641787166800771,"score_spread":0.3710459810328522,"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."}}