{"id":"W2925536458","doi":"10.1111/hdi.12754","title":"Brain white matter microstructure in end‐stage kidney disease, cognitive impairment, and circulatory stress","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of London; University Hospitals","keywords":"White matter; Fractional anisotropy; Medicine; Cardiology; Diffusion MRI; Internal medicine; Montreal Cognitive Assessment; Magnetic resonance imaging; Hemodialysis; Hemodynamics; Cognitive impairment; Disease; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003709249,0.0002597398,0.0002349801,0.0006337488,0.000233157,0.00036644,0.0001559076,0.0002839348,0.0009812467],"category_scores_gemma":[0.0009174183,0.0001301216,0.0001661791,0.0003640347,0.0002527266,0.0002183534,0.0002837759,0.0002153425,0.00009999808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688779,"about_ca_system_score_gemma":0.0001556714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711188,"about_ca_topic_score_gemma":0.001803619,"domain_scores_codex":[0.9998915,0.00002713261,0.00001270242,0.00002810633,0.00002142783,0.00001896135],"domain_scores_gemma":[0.9993973,0.00009664407,0.0003076904,0.00003265309,0.00006135851,0.0001043025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003572086,0.00004872184,0.9954889,0.00001519349,0.0001062999,0.000155577,0.00007720042,0.00008508145,0.001700002,0.00001792687,0.00004991659,0.001897802],"study_design_scores_gemma":[0.000002635606,0.00005138426,0.9995654,0.000001635608,0.00001159838,0.0001618861,0.00001790806,0.0000662308,0.00008651918,0.00001308422,0.00002078808,9.262663e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996293,0.0001263889,0.00005341197,0.00001170688,0.000001465936,0.000002091821,0.00006827789,0.000001557047,0.0001059109],"genre_scores_gemma":[0.9997932,0.00003092569,0.0000513604,0.000006495346,0.000004383034,0.000001851239,0.00006729207,4.430119e-7,0.00004393033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001711188,"threshold_uncertainty_score":0.003402472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005876441938158945,"score_gpt":0.2474582435096799,"score_spread":0.2415818015715209,"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."}}