{"id":"W4414491808","doi":"10.1111/hdi.70025","title":"The Use of B. Braun Machines to Provide Home Hemodialysis: Technical Aspects","year":2025,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Home hemodialysis; Nocturnal; Hemodialysis; MEDLINE","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":[0.003848511,0.0004420592,0.0002502865,0.0009248467,0.0003831577,0.0007660646,0.0005739092,0.0007206302,0.001332093],"category_scores_gemma":[0.005732866,0.0002566815,0.0004181983,0.0004149933,0.0008295936,0.001231413,0.0005288231,0.0008526024,0.0007847041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215258,"about_ca_system_score_gemma":0.0003542718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003056857,"about_ca_topic_score_gemma":0.0003622732,"domain_scores_codex":[0.998538,0.0006190022,0.0002112506,0.000172097,0.0003825772,0.00007705461],"domain_scores_gemma":[0.9953933,0.002646355,0.0007522953,0.0005447965,0.0004232174,0.0002400079],"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":[0.001861973,0.0006010366,0.05583699,0.002348844,0.0001081508,0.006483317,0.001356567,0.002504353,0.1851959,0.004806331,0.006711756,0.7321847],"study_design_scores_gemma":[0.000226751,0.008903198,0.1825741,0.001219337,0.000333644,0.2691453,0.001324559,0.01097948,0.2199706,0.005410132,0.2994877,0.000425208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6434247,0.03266804,0.2970975,0.003814423,0.0007144855,0.0005828742,0.0001805447,0.001754478,0.01976285],"genre_scores_gemma":[0.6957414,0.00880088,0.2897041,0.001037758,0.0004686328,0.0002057315,0.0002120064,0.0002961379,0.003533416],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003848511,"threshold_uncertainty_score":0.02035308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891129727339451,"score_gpt":0.2887776701585788,"score_spread":0.2698663728851843,"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."}}