{"id":"W4229063489","doi":"10.1093/ndt/gfac077.005","title":"MO645: Does Sodium Magnetic Resonance Imaging Help for Initiation of Incremental Dialysis?","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kidney Foundation of Canada; Western University","funders":"","keywords":"Medicine; Urology; Renal function; Creatinine; Hemodialysis; Dialysis; Sodium; Kidney disease; Urine specific gravity; Urinary system; Excretion; Fractional excretion of sodium; Urine; Internal medicine; Nuclear medicine","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":[0.0004946329,0.0003103681,0.000573875,0.0003654583,0.0003553494,0.0004809437,0.0004280163,0.0007497808,0.002656902],"category_scores_gemma":[0.002100558,0.0001054503,0.0004472331,0.0003623836,0.0002215687,0.0004512158,0.0001683749,0.0005356044,0.000424195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003636117,"about_ca_system_score_gemma":0.0004366444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386506,"about_ca_topic_score_gemma":0.002501072,"domain_scores_codex":[0.9998109,0.00004129438,0.00003460388,0.00004533052,0.00003249403,0.00003545149],"domain_scores_gemma":[0.9993099,0.0001817269,0.0002569713,0.00001893668,0.00007991207,0.0001525596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003546775,0.0005420697,0.9345686,0.0002173741,0.0002163361,0.001425932,0.00009255559,0.0001554475,0.002001409,0.0001444644,0.001498364,0.05559069],"study_design_scores_gemma":[0.0002242235,0.001821986,0.9874199,0.0003735579,0.0004670336,0.003318078,0.0003459469,0.001647891,0.0009676035,0.0005090347,0.002864693,0.00003998594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889523,0.004707268,0.0004065528,0.002499641,0.0001180993,0.00003035933,0.0002484106,0.00003521818,0.003001986],"genre_scores_gemma":[0.9976487,0.0009344111,0.0004209651,0.0004260883,0.000120721,0.000007984023,0.0001770027,0.000003887215,0.0002603399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002656902,"threshold_uncertainty_score":0.008888245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096040292855199,"score_gpt":0.2781793763707877,"score_spread":0.2672189734422357,"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."}}