{"id":"W4221126825","doi":"10.1002/mpr.1909","title":"Cognitive impairment and microvascular function in end‐stage renal disease","year":2022,"lang":"en","type":"article","venue":"International Journal of Methods in Psychiatric Research","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Servier; Else Kröner-Fresenius-Stiftung","keywords":"Cognitive impairment; Medicine; End stage renal disease; Stage (stratigraphy); Cognition; Disease; Renal function; Internal medicine; Psychology; Neuroscience; Audiology; Biology","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":[0.0005377136,0.0002355339,0.0002417504,0.0006482129,0.0002449116,0.0003930711,0.00019794,0.0002717773,0.001578168],"category_scores_gemma":[0.002189454,0.00009045946,0.0002402293,0.0005946485,0.0001732142,0.0001924492,0.0002576343,0.0003964499,0.0001138473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194186,"about_ca_system_score_gemma":0.0001916097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003759191,"about_ca_topic_score_gemma":0.004456534,"domain_scores_codex":[0.9997963,0.00005853501,0.00002058161,0.00002768988,0.00006532326,0.00003153688],"domain_scores_gemma":[0.9991136,0.0001788281,0.0004302507,0.00003052307,0.00009025601,0.000156545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002045903,0.00007899839,0.9964843,0.00001804435,0.00009589749,0.00006162554,0.00002716481,0.00006396666,0.0001728145,0.00001283786,0.00006906783,0.002710735],"study_design_scores_gemma":[0.0000036611,0.00006169754,0.9996351,0.000003328172,0.00001411206,0.00009946102,0.00001417404,0.00008542563,0.00003237111,0.00001443559,0.00003503698,0.00000114512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984466,0.0006987914,0.00007652982,0.00004348698,0.000005617962,0.000005348028,0.0001738758,0.000006527966,0.000543181],"genre_scores_gemma":[0.9996817,0.00008831157,0.00005162494,0.00001162241,0.000006187739,0.000002481218,0.00007567331,4.458036e-7,0.00008194503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003759191,"threshold_uncertainty_score":0.007474661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0702395000323401,"score_gpt":0.5114151419788971,"score_spread":0.4411756419465571,"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."}}