{"id":"W2790911472","doi":"10.1111/sdi.12688","title":"When is more frequent hemodialysis beneficial?","year":2018,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Adverse effect; Hemodialysis; Left ventricular hypertrophy; Internal medicine; Randomized controlled trial; Cohort; Renal function; Cardiology; Blood pressure; Quality of life (healthcare)","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":[0.001902786,0.0003811289,0.001768253,0.001583329,0.0003129955,0.001504178,0.0009855533,0.00244314,0.003598492],"category_scores_gemma":[0.00578591,0.0002272716,0.0008472311,0.0015762,0.0008236584,0.002786029,0.0004690346,0.002324688,0.0007115683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007160686,"about_ca_system_score_gemma":0.001814051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267483,"about_ca_topic_score_gemma":0.002491612,"domain_scores_codex":[0.9991813,0.0003060697,0.0002058501,0.0001071206,0.0001557651,0.00004383989],"domain_scores_gemma":[0.9974207,0.001906271,0.0002866732,0.00003889017,0.0002514807,0.0000960801],"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":[0.0002581259,0.0000669512,0.0007517873,0.07105418,0.0005375319,0.0004692075,0.0002640132,0.0001252543,0.0004220053,0.005290668,0.034876,0.8858842],"study_design_scores_gemma":[0.0002571997,0.0002597269,0.006037501,0.1120214,0.001676334,0.005457997,0.001046308,0.0001046521,0.0003923244,0.01008813,0.8625889,0.00006958449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001261701,0.9967645,0.00003199683,0.002375199,0.0003158799,0.000003094557,0.00001131845,0.000001540805,0.0003702401],"genre_scores_gemma":[0.001591416,0.9950762,0.0001179615,0.002114814,0.0009407625,0.0000101259,0.00002093782,0.000001593553,0.0001261308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003598492,"threshold_uncertainty_score":0.01203811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142490844089371,"score_gpt":0.3262954686459611,"score_spread":0.2948705602050674,"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."}}