{"id":"W3166508726","doi":"10.1111/hdi.12938","title":"Half the V by 120: A practical approach to the prevention of the dialysis disequilibrium syndrome","year":2021,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Kt/V; Dialysis; Medicine; Urea; Urology; Blood urea nitrogen; Blood volume; Internal medicine; Kidney; 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":[0.0005895914,0.0006348414,0.001242584,0.002051063,0.0002334949,0.0007305827,0.0008702434,0.001241038,0.005127698],"category_scores_gemma":[0.0009490543,0.0001725762,0.0007305573,0.0009639675,0.0002940272,0.001039373,0.0004725473,0.002396041,0.00253987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354362,"about_ca_system_score_gemma":0.0006000315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007436093,"about_ca_topic_score_gemma":0.001181506,"domain_scores_codex":[0.9998063,0.00005065147,0.00003531931,0.00002845103,0.00006736069,0.00001199218],"domain_scores_gemma":[0.9997303,0.0001333536,0.00004320115,0.00000920081,0.00006336613,0.00002064339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001074633,0.0001461375,0.0001462899,0.01308991,0.0001322321,0.0002486843,0.00003138983,0.0001904323,0.0007047403,0.003537184,0.04101735,0.9406481],"study_design_scores_gemma":[0.00008576844,0.0001646921,0.001244996,0.006914276,0.0002460037,0.002038545,0.00005816016,0.0001431947,0.0004928352,0.00291899,0.985665,0.00002759344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001201946,0.997523,0.0002657233,0.0006148653,0.0003583161,0.000009050638,0.00002318201,0.00001558895,0.001070053],"genre_scores_gemma":[0.001575607,0.995527,0.0007307799,0.0008395285,0.0004498659,0.00002184879,0.00006152131,0.00000418778,0.0007897885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005127698,"threshold_uncertainty_score":0.01715386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057075380768632,"score_gpt":0.3463669042505415,"score_spread":0.3057961504428551,"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."}}