{"id":"W2013669718","doi":"10.1159/000045903","title":"Haemodialysis and Cerebral Oedema","year":2001,"lang":"en","type":"article","venue":"˜The œNephron journals/Nephron journals","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"Scheme for Promotion of Academic and Research Collaboration; Imperial College London","keywords":"Medicine; Dialysis; Cerebral edema; Stroke (engine); Atrophy; Cerebral atrophy; Brain size; Cardiology; Anesthesia; Internal medicine; Magnetic resonance imaging; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002866294,0.0006476354,0.001240295,0.0007994323,0.0009305969,0.0008030621,0.0005356676,0.000233276,0.006559688],"category_scores_gemma":[0.0001368178,0.0004082904,0.0009562639,0.001097337,0.0002932679,0.0005283784,0.0002802813,0.001028621,0.0003679766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482718,"about_ca_system_score_gemma":0.0002058197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006369923,"about_ca_topic_score_gemma":0.0000854102,"domain_scores_codex":[0.9944469,0.0005491005,0.001525755,0.0006562832,0.001697553,0.001124388],"domain_scores_gemma":[0.9962905,0.0001741613,0.0008553813,0.0009351796,0.0004214128,0.001323342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002796552,0.002622926,0.09454882,0.0004022342,0.009873911,0.004827528,0.003182642,0.001238504,0.02009512,0.0008763995,0.2884245,0.5711108],"study_design_scores_gemma":[0.00840899,0.0008045065,0.3663738,0.001362374,0.005790478,0.006993357,0.002936049,0.003229067,0.0004132408,0.004657745,0.5977476,0.001282762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.877792,0.03458911,0.005079144,0.0568812,0.0008989926,0.001266718,0.00002916374,0.0001811047,0.02328258],"genre_scores_gemma":[0.9672306,0.01371915,0.000495975,0.009036548,0.00266615,0.00003533917,0.00001539686,0.0001078306,0.006693019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5698281,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091425744264142,"score_gpt":0.3003719084352052,"score_spread":0.2694576509925637,"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."}}