{"id":"W3178407404","doi":"10.1111/jorc.12393","title":"A cross‐sectional study exploring cognitive impairment in kidney failure","year":2021,"lang":"en","type":"article","venue":"Journal of Renal Care","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney disease; Dialysis; Anxiety; Depression (economics); Internal medicine; Cognition; Hospital Anxiety and Depression Scale; Diabetes mellitus; Cross-sectional study; Physical therapy; Intensive care medicine; Psychiatry; Pathology; Endocrinology","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":[0.001944422,0.000204758,0.0003126987,0.0007227957,0.0006440274,0.0006998138,0.0003004619,0.000521598,0.001361921],"category_scores_gemma":[0.002830281,0.0002740324,0.0004437552,0.001071152,0.0002133907,0.0005282704,0.0004672262,0.0006849702,0.0002602728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627664,"about_ca_system_score_gemma":0.0004375098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005833616,"about_ca_topic_score_gemma":0.0079063,"domain_scores_codex":[0.9992713,0.0002598208,0.00009755386,0.0001026829,0.000158863,0.0001096836],"domain_scores_gemma":[0.9983919,0.0003030142,0.0005939653,0.00008005313,0.0002542863,0.0003766436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004758983,0.0001165496,0.998898,0.0000183278,0.00004113049,0.00003883883,0.0002345632,0.000007040558,0.00006133816,0.00000617531,0.000057168,0.00047324],"study_design_scores_gemma":[0.00000661164,0.0002676439,0.9990439,0.0000106054,0.0000212934,0.0001176259,0.0003768457,0.00003145286,0.00001236876,0.000009120044,0.0001001753,0.000002373221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991528,0.000159536,0.00004436644,0.00004582147,0.000005169927,0.00002512563,0.000247253,0.000001195707,0.000318816],"genre_scores_gemma":[0.9994351,0.00009027067,0.00007731678,0.00007991492,0.000006779533,0.0000321893,0.0001806823,5.546319e-7,0.00009716731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005833616,"threshold_uncertainty_score":0.01159936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167579367716705,"score_gpt":0.3129363402333991,"score_spread":0.2812605465562321,"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."}}