{"id":"W2376355820","doi":"","title":"Application of Montreal Cognitive Assessment in screening mild cognitive impairment in hemodialysis patients","year":2012,"lang":"en","type":"article","venue":"Chinese Journal of Blood Purification","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Hemodialysis; Cognition; Cognitive impairment; Neuropsychology; Internal medicine; Mini–Mental State Examination; Physical therapy; 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":[0.002181395,0.0005015872,0.0003829357,0.001278555,0.000362324,0.0004914531,0.0003792938,0.0004248056,0.0004902523],"category_scores_gemma":[0.006014279,0.000122874,0.0004804555,0.0005322306,0.0001917062,0.0004374284,0.0004242308,0.0004259741,0.0001072718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005363646,"about_ca_system_score_gemma":0.0007232995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665317,"about_ca_topic_score_gemma":0.02221964,"domain_scores_codex":[0.9991716,0.0003543245,0.00007918613,0.00009984456,0.0002063383,0.00008867816],"domain_scores_gemma":[0.998995,0.0002273358,0.0002461846,0.00003465424,0.0003117082,0.0001851853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00050606,0.0001790374,0.9739083,0.00006429004,0.0001603906,0.0001001685,0.000107733,0.0002626973,0.0004000444,0.00004957793,0.0005110906,0.02375066],"study_design_scores_gemma":[0.00005573787,0.0008069391,0.9957479,0.00002428831,0.0001140514,0.0002832677,0.0001371193,0.001886381,0.0002966551,0.0001375107,0.0004942237,0.00001584282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931436,0.003147125,0.0007626181,0.0001864786,0.0000503702,0.0001398917,0.0004288201,0.0000288515,0.002112182],"genre_scores_gemma":[0.9985235,0.0003254659,0.0007490768,0.00003689727,0.00002430379,0.00003999706,0.0001448198,8.785488e-7,0.0001550068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01665317,"threshold_uncertainty_score":0.03311247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012596297140804,"score_gpt":0.3228791791801821,"score_spread":0.310282882039378,"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."}}