{"id":"W2141824811","doi":"10.1111/hdi.12044","title":"Pre to post‐dialysis plasma sodium change better predicts clinical outcomes than dialysate to plasma sodium gradient in quotidian hemodialysis","year":2013,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; London Health Sciences Centre; Western University","funders":"","keywords":"Hemodialysis; Medicine; Dialysis; Blood pressure; Internal medicine; Sodium; Home hemodialysis; Diastole; Cardiology; Chemistry","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":[0.0006141086,0.0001803615,0.0003263916,0.0003066094,0.0003363164,0.0005977554,0.0003525732,0.0003793632,0.0003931451],"category_scores_gemma":[0.001962197,0.0001614816,0.0002493747,0.0005572548,0.0003478116,0.0002394534,0.000293974,0.0004523415,0.0000978576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006931198,"about_ca_system_score_gemma":0.000780021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03643088,"about_ca_topic_score_gemma":0.0641643,"domain_scores_codex":[0.999763,0.00005293652,0.00002651124,0.00006558812,0.00004813797,0.00004386089],"domain_scores_gemma":[0.9984798,0.0003090765,0.0005475382,0.0001384481,0.000171298,0.0003539411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000911411,0.000008826005,0.9990324,0.000002640151,0.00001372545,0.00002518944,0.00003979936,0.00002480714,0.000129413,0.000004085681,0.00003051989,0.0005975344],"study_design_scores_gemma":[0.000002468942,0.00004375256,0.9996294,0.000001745171,0.000009442503,0.00006326458,0.00003531111,0.0001406555,0.00002353174,0.000006531026,0.00004266931,0.000001370264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996625,0.0001100214,0.00003274362,0.0000151268,0.000002063714,0.000001806283,0.00005714403,0.000001379421,0.0001172299],"genre_scores_gemma":[0.9997897,0.00003122263,0.00002581901,0.00001021993,0.000003634953,0.000001017239,0.0001017053,6.595644e-7,0.00003613019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03643088,"threshold_uncertainty_score":0.0724377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021298338628692,"score_gpt":0.2995879444074175,"score_spread":0.2693749610211306,"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."}}