{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01051966,0.0000867644,0.0002437124,0.002429371,0.00007446313,0.00004272162,0.0002138929,0.00002467142,0.0004346914],"category_scores_gemma":[0.0007954978,0.00007571653,0.0001865184,0.0009223648,0.00008338148,0.00008182366,0.0001576608,0.001200054,0.000001630834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401961,"about_ca_system_score_gemma":0.000344818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001274729,"about_ca_topic_score_gemma":0.000004022283,"domain_scores_codex":[0.9959667,0.001711944,0.0005809639,0.0002149875,0.001312993,0.0002123961],"domain_scores_gemma":[0.9984975,0.0005466986,0.000178619,0.0001033654,0.0005130076,0.0001608073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01115404,0.001647081,0.7955958,0.00008254295,0.0006975365,0.002255721,0.0007283052,0.0006023083,0.004547543,0.0003955395,0.001349043,0.1809445],"study_design_scores_gemma":[0.01124741,0.00191058,0.9514265,0.0003964067,0.0002675097,0.001052284,0.005865077,0.005799389,0.0004748799,0.007882573,0.01343678,0.000240613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744861,0.006165531,0.01189523,0.006080996,0.0005799523,0.0002177708,0.00001076344,0.000004308257,0.000559324],"genre_scores_gemma":[0.9677659,0.001055854,0.03003618,0.0002336555,0.0003383728,0.00002307173,0.00001008852,0.00001437455,0.0005224895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1807039,"threshold_uncertainty_score":0.5213705,"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."}}