{"id":"W4409106593","doi":"10.5937/pomc21-54406","title":"Risk factors associated with cognitive dysfunction in patients on peritoneal dialysis","year":2024,"lang":"en","type":"article","venue":"PONS - medicinski casopis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peritoneal dialysis; Medicine; Cognition; Intensive care medicine; Dialysis; Internal medicine; Psychiatry","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":[0.0003145042,0.0002244932,0.0003032612,0.0006402553,0.000430242,0.0004952286,0.0001980405,0.0003043668,0.0012879],"category_scores_gemma":[0.001965941,0.0001279061,0.0003048477,0.0008453231,0.000169171,0.0002527758,0.00033419,0.000598493,0.0001125475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852031,"about_ca_system_score_gemma":0.0003758305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003249319,"about_ca_topic_score_gemma":0.003594772,"domain_scores_codex":[0.9997733,0.00005024649,0.00003201006,0.00003210048,0.00006358152,0.00004872756],"domain_scores_gemma":[0.9991441,0.0001310257,0.0004392633,0.0000233615,0.00008076573,0.0001815145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003699,0.00003252098,0.9992514,0.000006683192,0.00001704471,0.00006607741,0.00002287696,0.00001535377,0.00003269565,0.000005527156,0.00004273139,0.0004700169],"study_design_scores_gemma":[0.000003591707,0.00006975597,0.9993599,0.000006676012,0.00001361395,0.0002865447,0.00008223912,0.00008087414,0.00001244408,0.00001436506,0.00006831953,0.000001739736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986182,0.0005872992,0.00003505412,0.00008359153,0.000009513892,0.000006766767,0.0001528237,0.00000200471,0.0005047731],"genre_scores_gemma":[0.999631,0.0001228524,0.00003846606,0.00002260009,0.00001300634,0.000004333118,0.0000965111,3.858204e-7,0.00007083132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003249319,"threshold_uncertainty_score":0.006460786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388902217693723,"score_gpt":0.2535209992650678,"score_spread":0.2396319770881306,"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."}}