{"id":"W99512805","doi":"","title":"[Daily/nocturnal hemodialysis: only for the happy few or a real alternative for many?].","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Dialysis; Nocturnal; Medicine; Observational study; Home hemodialysis; Quality of life (healthcare); Intensive care medicine; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002033175,0.0002311273,0.0003824654,0.0006207932,0.0008386045,0.001652843,0.0006738912,0.002179146,0.01971518],"category_scores_gemma":[0.008085848,0.0001204108,0.0004309732,0.00088103,0.000841509,0.002357298,0.000938163,0.003192639,0.006269287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007468075,"about_ca_system_score_gemma":0.002276042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003725705,"about_ca_topic_score_gemma":0.009472636,"domain_scores_codex":[0.9991727,0.0003560137,0.00008997456,0.00007621033,0.000251225,0.00005389062],"domain_scores_gemma":[0.9980375,0.0005509397,0.0002812658,0.0001241298,0.0006518857,0.0003543168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005291872,0.00001327108,0.000636712,0.0005839544,0.00002113728,0.00006175095,0.00008589007,0.000007843897,0.00004118372,0.004467058,0.7869273,0.207101],"study_design_scores_gemma":[0.00005032247,0.00004094256,0.003720865,0.001614556,0.00002849422,0.000644182,0.0002068265,0.00002270991,0.00003478642,0.003888479,0.9897341,0.00001374476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001513807,0.3855451,0.0009542461,0.4703325,0.07622964,0.00008453245,0.001256363,0.0001798573,0.06390394],"genre_scores_gemma":[0.02560973,0.320317,0.003294961,0.4967071,0.06171943,0.0003383004,0.002027187,0.0001737035,0.08981265],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01971518,"threshold_uncertainty_score":0.06595379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05459783870940464,"score_gpt":0.2768170705287916,"score_spread":0.2222192318193869,"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."}}