{"id":"W3096287347","doi":"","title":"Cognitive impairment in patients with moderate to severe CKD: The Salford Kidney Cohort Study","year":2020,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Medicine; Cognitive impairment; Cohort study; Kidney disease; Cognition; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005508551,0.0001236912,0.0003578009,0.00009812886,0.0002714495,0.00001355255,0.0002420822,0.00003303387,0.00006699689],"category_scores_gemma":[0.0001060774,0.00007204175,0.0000470967,0.0004307599,0.0002130106,0.000095395,0.0004671358,0.0003971348,0.0000751211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003460805,"about_ca_system_score_gemma":0.0001084154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004363831,"about_ca_topic_score_gemma":0.00001360821,"domain_scores_codex":[0.998126,0.0002847718,0.0001205482,0.0003149799,0.0008530056,0.0003006464],"domain_scores_gemma":[0.9986955,0.000198178,0.00003696659,0.0002843587,0.000550308,0.0002347157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006290742,0.00074255,0.853789,0.0000610968,0.0006223656,0.00009484447,0.1196128,0.00001680761,0.000008619268,0.00000393604,0.01829439,0.0004628118],"study_design_scores_gemma":[0.004796273,0.002305968,0.8948669,0.0001634908,0.0002652523,0.000001203934,0.09428305,0.00005479492,0.00004478139,0.00000669028,0.003119607,0.00009200393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809307,0.00004426312,0.00002546486,0.01618106,0.00001189495,0.002550861,0.00001179839,0.00001683513,0.0002270995],"genre_scores_gemma":[0.9976028,0.00003416359,0.00004235926,0.002202608,0.0000288501,0.000009040135,0.000008332085,0.00001253747,0.00005935293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04107789,"threshold_uncertainty_score":0.2937777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07586976580895306,"score_gpt":0.2893624450795469,"score_spread":0.2134926792705939,"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."}}