{"id":"W2089146659","doi":"10.1111/j.1542-4758.2008.00296.x","title":"Short and long nightly hemodialysis in the United States","year":2008,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Home hemodialysis; Medicine; Hemodialysis; Reimbursement; Dialysis; End stage renal disease; Peritoneal dialysis; Intensive care medicine; Emergency medicine; Internal medicine; Health care","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":[0.0004081505,0.00007022259,0.00009697622,0.0004363806,0.0005548616,0.0006017588,0.0002067451,0.0003424136,0.005462457],"category_scores_gemma":[0.001026263,0.00005881002,0.0001263305,0.0006837565,0.0001841062,0.0004437118,0.0005179753,0.0005406428,0.000517113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007917885,"about_ca_system_score_gemma":0.001267985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04134436,"about_ca_topic_score_gemma":0.08184127,"domain_scores_codex":[0.9996483,0.00007098036,0.00003608603,0.00004418482,0.0001250602,0.00007542689],"domain_scores_gemma":[0.9986497,0.0001300312,0.0003016322,0.00003090552,0.0002476794,0.0006401272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002387127,0.0004710095,0.7010359,0.0002141986,0.00005920554,0.0005483391,0.0009779435,0.0001665953,0.0005744544,0.002250035,0.152476,0.1409876],"study_design_scores_gemma":[0.00002917869,0.0001271588,0.919379,0.0002581867,0.00002341008,0.0006340889,0.00183628,0.0001923842,0.0001002709,0.0003224113,0.07708133,0.00001624102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7871929,0.03016093,0.0005601124,0.03585269,0.002235586,0.0001030866,0.01306499,0.0001490059,0.1306807],"genre_scores_gemma":[0.9577776,0.01147841,0.000661644,0.01526169,0.0005511413,0.00006177104,0.004593138,0.00001682226,0.009597781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04134436,"threshold_uncertainty_score":0.08220738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258369469974019,"score_gpt":0.2745299575288526,"score_spread":0.2519462628291124,"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."}}