{"id":"W3042797774","doi":"10.1111/imj.14976","title":"Prevalence, types and recognition of cognitive impairment in dialysis patients in South Eastern Sydney","year":2020,"lang":"en","type":"article","venue":"Internal Medicine Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New South Wales Institute of Psychiatry","keywords":"Medicine; Dementia; Montreal Cognitive Assessment; Dialysis; Cognition; Population; Kidney disease; Medical record; Peritoneal dialysis; Cognitive impairment; Gerontology; Pediatrics; Physical therapy; Disease; Internal medicine; Psychiatry; Environmental health","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":[0.0006187113,0.0001912717,0.0002866764,0.001073073,0.0006134739,0.0005202715,0.000429419,0.0003579,0.0009604956],"category_scores_gemma":[0.002084267,0.0003299479,0.0002529151,0.0008254836,0.00055106,0.0004093602,0.001039627,0.0004770024,0.0001407167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078753,"about_ca_system_score_gemma":0.001019459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07913914,"about_ca_topic_score_gemma":0.09269537,"domain_scores_codex":[0.9994566,0.0001328978,0.00009307468,0.00009013677,0.0001447766,0.00008259434],"domain_scores_gemma":[0.9986818,0.0001501535,0.0006656897,0.00003474734,0.0002074929,0.0002600065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002928911,0.00002624517,0.9967785,0.00003157938,0.00001484198,0.0001489407,0.001643287,0.00001688914,0.0001931218,0.000009204334,0.0001016102,0.001006516],"study_design_scores_gemma":[0.000002254103,0.00004133685,0.9988263,0.00001098997,0.000004480549,0.0001650418,0.0008175472,0.00004717806,0.00001964908,0.000006324761,0.00005684261,0.000002069079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996439,0.00007119348,0.00001105499,0.00004413974,0.000001347097,0.000007201588,0.000060765,9.60079e-7,0.0001593886],"genre_scores_gemma":[0.9996706,0.00008632866,0.00003692785,0.00003152699,0.000002599521,0.000009929183,0.00005231805,3.715368e-7,0.0001093784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07913914,"threshold_uncertainty_score":0.157357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951841669336066,"score_gpt":0.2691056222602582,"score_spread":0.2495872055668975,"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."}}