{"id":"W4415474515","doi":"10.1681/asn.202582r89dbr","title":"Using Montreal Cognitive Assessment (MOCA) Test to Guide Peritoneal Dialysis Strategy: From Candidate Evaluation to Ongoing Care","year":2025,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Peritoneal dialysis; Dialysis; Test (biology); Cognition; Kidney disease; Cognitive Assessment System","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":[0.0006733044,0.0004246566,0.0003684834,0.001968739,0.0004531311,0.0006427314,0.0003974607,0.000298142,0.001249619],"category_scores_gemma":[0.002989457,0.00009707994,0.000251641,0.0006941533,0.0002102396,0.0006362986,0.0004709113,0.0005315875,0.0002905714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004854413,"about_ca_system_score_gemma":0.0007656756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005308316,"about_ca_topic_score_gemma":0.00795435,"domain_scores_codex":[0.9995863,0.00008058508,0.00007977995,0.00005419987,0.0001293014,0.00006982029],"domain_scores_gemma":[0.9990026,0.000153963,0.000364276,0.00002214375,0.0002728053,0.0001841808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025733,0.0000608735,0.9905748,0.00003128274,0.00002175149,0.0006992941,0.000127326,0.00008079108,0.0002052512,0.00002630427,0.0007417381,0.007328117],"study_design_scores_gemma":[0.00001477478,0.0003732241,0.9925247,0.0001136219,0.00005072627,0.00359081,0.0005907992,0.0009242646,0.0005178581,0.0001306265,0.001151339,0.00001736658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913999,0.002204519,0.0007685436,0.0005493562,0.00005074286,0.0001368851,0.0006275155,0.00003423801,0.004228274],"genre_scores_gemma":[0.9982517,0.0004714035,0.0006183592,0.00006155577,0.00002327707,0.00003088949,0.0002562525,0.000002892067,0.0002835518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005308316,"threshold_uncertainty_score":0.01055485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414598958150672,"score_gpt":0.3699971862381157,"score_spread":0.345851196656609,"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."}}