{"id":"W2893036133","doi":"10.1111/hdi.12692","title":"Volume of urea cleared as a therapy dosing guide for more frequent hemodialysis","year":2018,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clearance; Hemodialysis; Urea; Medicine; Dialysis; Volume (thermodynamics); Body water; Urology; Blood volume; Kt/V; Renal function; Nuclear medicine; Surgery; Animal science; Internal medicine; Body weight; Chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002066278,0.0006261751,0.0005769996,0.0011162,0.0001836521,0.001357032,0.0006532015,0.0005813556,0.007321843],"category_scores_gemma":[0.006647199,0.0001602748,0.0004884013,0.001039824,0.0002341184,0.0005619143,0.0004272657,0.001380926,0.003844901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005633155,"about_ca_system_score_gemma":0.0004791476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007613432,"about_ca_topic_score_gemma":0.0007233918,"domain_scores_codex":[0.9986985,0.0005491338,0.0002360725,0.0001513494,0.0003340456,0.00003081585],"domain_scores_gemma":[0.9963093,0.001548726,0.0009833734,0.0002145288,0.0008152398,0.0001287749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001811756,0.0005533075,0.09743951,0.001509367,0.0002738201,0.0002860645,0.0008734411,0.01008323,0.02004203,0.007289802,0.119406,0.7404318],"study_design_scores_gemma":[0.0006058575,0.003446613,0.2286421,0.001596787,0.0003966491,0.004373256,0.0004919037,0.0890925,0.05032984,0.01003199,0.6107051,0.0002873116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2229164,0.0470104,0.6048555,0.01074016,0.00289954,0.001466025,0.01544079,0.01330695,0.08136427],"genre_scores_gemma":[0.5314287,0.006152311,0.4370401,0.003830085,0.0006996594,0.001467003,0.005078329,0.001581158,0.01272271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007321843,"threshold_uncertainty_score":0.02449399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205790664931817,"score_gpt":0.3175632252229303,"score_spread":0.2955053185736121,"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."}}