{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003405074,0.0001350685,0.0002207303,0.0002469083,0.0004968804,0.000544651,0.0001620066,0.0004620016,0.00341401],"category_scores_gemma":[0.002999189,0.00006850722,0.0001262441,0.0003111731,0.0005094567,0.0003023778,0.0003681922,0.0005948552,0.0002302565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928334,"about_ca_system_score_gemma":0.0003564549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009138228,"about_ca_topic_score_gemma":0.0008234316,"domain_scores_codex":[0.9997421,0.00008765209,0.00002103048,0.00003103732,0.00006721167,0.00005096442],"domain_scores_gemma":[0.9986072,0.0005637894,0.0004939677,0.00004770014,0.00009504288,0.0001923647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004022449,0.0009668823,0.7323878,0.001701822,0.0004517236,0.03314804,0.00178769,0.0004550893,0.007175008,0.006039785,0.009168949,0.2026947],"study_design_scores_gemma":[0.00008526004,0.0006908635,0.8885992,0.000242437,0.0001735462,0.08449557,0.0004045995,0.000319171,0.001142588,0.004838913,0.01898106,0.00002671831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243784,0.05101293,0.0008361225,0.004360091,0.0002530347,0.00004943322,0.00009999898,0.00003106418,0.01897902],"genre_scores_gemma":[0.9937444,0.00482227,0.0001464298,0.0002607351,0.0002384582,0.000008364179,0.00003149809,0.000002022277,0.0007458468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00341401,"threshold_uncertainty_score":0.01142097,"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."}}