{"id":"W2076662682","doi":"10.1053/jarr.2001.27593","title":"Hemeral (Daily) Hemodialysis","year":2001,"lang":"en","type":"review","venue":"Advances in Renal Replacement Therapy","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Kt/V; Dialysis adequacy; Medical prescription; Home hemodialysis; Peritoneal dialysis; Intensive care medicine; Internal medicine; Surgery; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005898263,0.0007459076,0.002788846,0.0007565634,0.00007332567,0.0000554636,0.0003366429,0.0002134229,0.001425788],"category_scores_gemma":[0.00004623741,0.0005090548,0.00135241,0.001374938,0.00009717372,0.0001813646,0.0001017379,0.0004345248,0.0001722116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179547,"about_ca_system_score_gemma":0.0001937299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001607979,"about_ca_topic_score_gemma":0.00001479493,"domain_scores_codex":[0.9960484,0.0002390458,0.001272282,0.0009938385,0.0008344825,0.000611979],"domain_scores_gemma":[0.9980371,0.0001275731,0.0005189103,0.001011237,0.00006345983,0.0002417105],"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":[0.0004383817,0.0005737774,0.00007832855,0.003361155,0.0007930417,0.0002130189,0.00002394287,0.00002907578,6.401406e-7,0.0001388134,0.001639298,0.9927105],"study_design_scores_gemma":[0.00231844,0.0003901182,0.000009482855,0.008790416,0.001081993,0.00002336641,0.00001680402,0.00001692385,0.000003381551,0.0001067048,0.9867502,0.0004922108],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002225193,0.9751111,0.0002132922,0.00008858202,0.0003122535,0.001872649,0.00001394982,0.00007232514,0.02229358],"genre_scores_gemma":[0.000007992614,0.9891241,0.0004264876,0.0004973896,0.000449421,0.0006089649,0.00042798,0.00009107975,0.008366544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922183,"threshold_uncertainty_score":0.9997361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03648317501663272,"score_gpt":0.3682398032652672,"score_spread":0.3317566282486344,"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."}}