{"id":"W4402941371","doi":"10.1111/jan.16494","title":"Cognitive Impairment in Maintenance Haemodialysis Patients: Early Identification and Management","year":2024,"lang":"en","type":"letter","venue":"Journal of Advanced Nursing","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Identification (biology); Medicine; Cognition; Intensive care medicine; Psychology; 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":[0.002740046,0.0004254313,0.001520207,0.001223581,0.000513754,0.001353693,0.0007251616,0.001209838,0.001057662],"category_scores_gemma":[0.01335487,0.0002618975,0.00219727,0.001057578,0.0001848133,0.001307488,0.0009709746,0.002020073,0.000159951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008672369,"about_ca_system_score_gemma":0.002285164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008158768,"about_ca_topic_score_gemma":0.01507844,"domain_scores_codex":[0.9983811,0.0006668386,0.0003593536,0.000114561,0.0003254055,0.0001527601],"domain_scores_gemma":[0.9958394,0.001412035,0.001369665,0.00009104842,0.0009150953,0.0003728694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002444052,0.0007489641,0.4421304,0.02650874,0.004506005,0.0008320605,0.001368767,0.0005357799,0.0004857482,0.0006217289,0.0264056,0.4934121],"study_design_scores_gemma":[0.001035076,0.001884562,0.9042071,0.04200684,0.00876614,0.002266576,0.001638226,0.002579109,0.0005862919,0.002839502,0.03194914,0.0002414247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.1813059,0.7795785,0.001911773,0.02887672,0.001515256,0.000398827,0.001632742,0.00008166009,0.004698492],"genre_scores_gemma":[0.8391472,0.1468177,0.004238783,0.005505266,0.002401658,0.0003667226,0.001080411,0.00001049483,0.0004317769],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.008158768,"threshold_uncertainty_score":0.0162226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009114328539795281,"score_gpt":0.2807838291018956,"score_spread":0.2716695005621004,"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."}}