{"id":"W4405154986","doi":"10.29082/ijnms/2024/vol8/iss2/607","title":"COGNITIVE IMPAIRMENT IN CHRONIC RENAL FAILURE PATIENTS UNDERGOING HEMODIALYSIS","year":2024,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF NURSING AND MIDWIFERY SCIENCE (IJNMS)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Chronic renal failure; Medicine; Cognitive impairment; Intensive care medicine; Internal medicine; Cardiology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006422114,0.0001095276,0.0001944504,0.001031413,0.00006620047,0.0002502448,0.0001711603,0.00002929263,0.00004624031],"category_scores_gemma":[0.0001384138,0.00008135555,0.0001389015,0.0004750328,0.000266315,0.0004598123,0.00004608374,0.0001798059,0.000007484289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009139961,"about_ca_system_score_gemma":0.0006436498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006770538,"about_ca_topic_score_gemma":0.000009705757,"domain_scores_codex":[0.9981691,0.00003124467,0.000373247,0.0002298577,0.0009958725,0.000200694],"domain_scores_gemma":[0.9992023,0.00008376773,0.0001149034,0.00005850884,0.0003685345,0.0001719977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001383219,0.002562749,0.02858127,0.0002495213,0.0013676,0.001930716,0.0059705,0.001845632,0.01824196,0.00217555,0.00516365,0.9305276],"study_design_scores_gemma":[0.0129302,0.003714938,0.8792119,0.04801637,0.001769405,0.0009777037,0.005274429,0.03077818,0.006423438,0.004984313,0.005106771,0.0008123406],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919481,0.001091544,0.0008640622,0.003627995,0.0008801815,0.0001119427,0.000006368983,0.00001070457,0.00145915],"genre_scores_gemma":[0.9988723,0.0002580905,0.000206303,0.0001795023,0.0003453121,0.000001739807,0.000007340126,0.00000703758,0.0001223848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9297153,"threshold_uncertainty_score":0.3317583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486531363086533,"score_gpt":0.3191387924503318,"score_spread":0.3042734788194665,"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."}}