{"id":"W4220718891","doi":"10.1038/s41598-022-07550-4","title":"Prevalence of mild cognitive impairment and its association with handgrip strength in patients on hemodialysis","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Renal Association-European Dialysis and Transplant Association","keywords":"Montreal Cognitive Assessment; Medicine; Internal medicine; Grip strength; Hemodialysis; Hand strength; Dementia; Cognitive impairment; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004080701,0.0001780646,0.0003404403,0.001225208,0.0003656852,0.0005276866,0.0002914531,0.0004180681,0.001035709],"category_scores_gemma":[0.002105091,0.0001819359,0.0002607743,0.001235837,0.0002472138,0.0002609566,0.0003434481,0.0004098432,0.0001455305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071401,"about_ca_system_score_gemma":0.0002960192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00544673,"about_ca_topic_score_gemma":0.004010071,"domain_scores_codex":[0.9996938,0.00007015983,0.00005438475,0.00005554864,0.00008116127,0.00004501874],"domain_scores_gemma":[0.9985896,0.0002278794,0.000751722,0.00006129748,0.0001546613,0.0002148976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002412881,0.0000106804,0.9992906,0.000005245412,0.00001768712,0.00003504362,0.00001816961,0.000005701851,0.00003906908,0.000002392219,0.00002595985,0.000525205],"study_design_scores_gemma":[0.000001570675,0.00002407895,0.9996184,0.000003255712,0.0000127507,0.0002059952,0.00004881679,0.00002823099,0.00001210492,0.000006372435,0.00003707108,0.000001291931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988763,0.0006080297,0.00003764127,0.00004236928,0.00000561264,0.000004114829,0.000139042,0.000002767721,0.0002841165],"genre_scores_gemma":[0.9995924,0.0001699958,0.00003736671,0.00001632782,0.00001612988,0.000003481876,0.0001234635,4.931356e-7,0.00004041553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00544673,"threshold_uncertainty_score":0.01083004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008226995429720758,"score_gpt":0.2319298732795651,"score_spread":0.2237028778498444,"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."}}