{"id":"W2617549059","doi":"10.1093/ndt/gfx180.mp704","title":"MP704REGIONAL DIFFERENCES IN THE ASSOCIATIONS BETWEEN PRESCRIBED DIALYSATE SODIUM CONCENTRATION AND INTERDIALYTIC WEIGHT GAIN IN THE DIALYSIS OUTCOMES AND PRACTICE PATTERNS STUDY: A CALL FOR QUALITY ASSURANCE?","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hemodialysis; Weight gain; Quality assurance; Dialysis; Internal medicine; Body weight","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02030637,0.0003690928,0.0006470541,0.0008988582,0.0005701358,0.001671864,0.002779532,0.0008571914,0.001756744],"category_scores_gemma":[0.03722478,0.0004110803,0.001553912,0.002996007,0.0007741923,0.0009575873,0.001515229,0.0009546016,0.0002833112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008053423,"about_ca_system_score_gemma":0.001617975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03163351,"about_ca_topic_score_gemma":0.02842371,"domain_scores_codex":[0.9878569,0.007060614,0.001245936,0.001870666,0.001419527,0.0005464181],"domain_scores_gemma":[0.9575552,0.01119899,0.01740027,0.007725763,0.004162062,0.001957609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001286761,0.00001317489,0.9952719,0.00007150858,0.0005293309,0.00002282284,0.0003177373,0.00008307705,0.0001080302,0.0001194569,0.000809702,0.002524532],"study_design_scores_gemma":[0.00001891478,0.00005648872,0.9977041,0.00007734741,0.0001556488,0.00005320296,0.0002420739,0.0002659552,0.00009526814,0.0001260791,0.001196341,0.000008574559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737908,0.004337239,0.007133722,0.005583419,0.0002203497,0.0001314943,0.00684821,0.00008658678,0.001868205],"genre_scores_gemma":[0.993658,0.0002905368,0.002921897,0.000681669,0.00007978465,0.0001567961,0.001918436,0.00004228175,0.0002505138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03163351,"threshold_uncertainty_score":0.1073916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04909310707580216,"score_gpt":0.3452710590744839,"score_spread":0.2961779519986817,"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."}}