{"id":"W1971491658","doi":"10.1111/j.1542-4758.2008.00263.x","title":"A new safety device for hemodialysis","year":2008,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; ALARM; Dialysis; Hemodialysis; Economic shortage; Accidental; Surgery; Feeling","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":[0.001210799,0.0006608397,0.0006066958,0.001575104,0.0006807343,0.001082817,0.0009030621,0.001684215,0.02219615],"category_scores_gemma":[0.002700394,0.0002533546,0.001037652,0.0006840553,0.0005521168,0.001694689,0.001199956,0.001354072,0.007446335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418636,"about_ca_system_score_gemma":0.0004766688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558203,"about_ca_topic_score_gemma":0.0001791427,"domain_scores_codex":[0.9985058,0.0003267984,0.0001314766,0.0002359739,0.0007168374,0.00008307694],"domain_scores_gemma":[0.9982615,0.0005649312,0.0002455841,0.0002659142,0.0004335189,0.000228484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009146975,0.0006743785,0.006609774,0.002796012,0.0001130879,0.003116095,0.0004876819,0.0002939532,0.07348905,0.009412188,0.08700293,0.8150902],"study_design_scores_gemma":[0.0002885491,0.002316531,0.009613856,0.0005015109,0.0002001378,0.03270748,0.00008840019,0.001392586,0.02261335,0.002000339,0.9281569,0.0001203959],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1535625,0.3254766,0.2459644,0.01842602,0.06667795,0.002618809,0.003160084,0.01167504,0.1724387],"genre_scores_gemma":[0.4776579,0.06152509,0.2259669,0.02777668,0.02089445,0.002199817,0.00402816,0.0008605106,0.1790905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02219615,"threshold_uncertainty_score":0.0742535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630336441476286,"score_gpt":0.2869901324987921,"score_spread":0.2606867680840292,"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."}}