{"id":"W4410724343","doi":"10.1111/hdi.13254","title":"Use of the B. Braun Hemodialysis Machine to Provide Home Hemodialysis","year":2025,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Group B; Home hemodialysis; Dialysis; Peritoneal dialysis; Retrospective cohort study; Internal medicine; Surgery","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":[0.001043874,0.0002540551,0.0002778277,0.0004275538,0.0002467624,0.0003567233,0.0003277264,0.0002377898,0.001199433],"category_scores_gemma":[0.001776588,0.0001089744,0.0002927115,0.0002766153,0.0003136526,0.0003542654,0.0005002918,0.0003131151,0.0003372827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163288,"about_ca_system_score_gemma":0.0003307674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002866944,"about_ca_topic_score_gemma":0.0002554108,"domain_scores_codex":[0.9992498,0.0002712235,0.00008825835,0.0001307924,0.0001921396,0.00006785186],"domain_scores_gemma":[0.9978928,0.0005849147,0.000825747,0.0002626355,0.0001730208,0.0002610207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003609319,0.0008155922,0.7991151,0.0003606528,0.0001442945,0.001698247,0.0006155462,0.0007467928,0.06249809,0.0003629937,0.0009815937,0.1290517],"study_design_scores_gemma":[0.0002887166,0.02286675,0.8972475,0.0002396098,0.0002548139,0.0270509,0.0005678126,0.002948269,0.0318138,0.0002442202,0.01639836,0.00007924903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957281,0.0007314875,0.002480102,0.00006516916,0.00001570511,0.00003513917,0.00004974944,0.00004717834,0.000847341],"genre_scores_gemma":[0.9959972,0.0002757589,0.003269087,0.00006296152,0.00002256299,0.00002589696,0.000128075,0.00000831845,0.0002102001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001199433,"threshold_uncertainty_score":0.005520582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691347138365124,"score_gpt":0.2723232660252791,"score_spread":0.2554097946416279,"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."}}