{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005627043,0.0007085949,0.001839278,0.002072405,0.0002371914,0.0007782361,0.0007470364,0.0006684418,0.005406579],"category_scores_gemma":[0.0008887639,0.0002078359,0.0004149048,0.002546063,0.0003645418,0.001110928,0.0006115113,0.001295281,0.002045746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874331,"about_ca_system_score_gemma":0.000887019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009910285,"about_ca_topic_score_gemma":0.002658042,"domain_scores_codex":[0.9997925,0.00003803886,0.00004640429,0.00004159638,0.00006575898,0.00001568483],"domain_scores_gemma":[0.9995815,0.0001853049,0.0001087427,0.0000168174,0.00007401781,0.00003361942],"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":[0.0001066329,0.00009275233,0.0001578118,0.01167689,0.00006997161,0.00009892804,0.00001674955,0.00009196832,0.0004995905,0.0005101749,0.01983066,0.9668478],"study_design_scores_gemma":[0.0001191462,0.0002271259,0.002706109,0.005721836,0.0004580283,0.002359393,0.00004518232,0.0001211815,0.0006259928,0.0007922945,0.9868023,0.00002146655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001775007,0.997847,0.0001985033,0.0001769082,0.0002268745,0.000007621856,0.00002319299,0.00001621895,0.001326133],"genre_scores_gemma":[0.001200119,0.9962553,0.0004757359,0.0004199255,0.0003477173,0.00000964918,0.00005320043,0.000002727679,0.001235601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005406579,"threshold_uncertainty_score":0.01808685,"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."}}