{"id":"W2125456809","doi":"10.1111/j.0894-0959.2004.17216.x","title":"APPROACHES TO QUOTIDIAN DIALYSIS: Bellco Formula Domus Home Care System","year":2004,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Medicine; Dialysis; Backup; Troubleshooting; Population; Computer science; Surgery; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00139054,0.0002537646,0.0002076707,0.0007597169,0.001085164,0.002005368,0.0009949153,0.00104462,0.03902806],"category_scores_gemma":[0.001742453,0.0001391175,0.0003447366,0.0005179822,0.0004360641,0.001485659,0.002028724,0.001611127,0.008713769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799387,"about_ca_system_score_gemma":0.002701788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004389929,"about_ca_topic_score_gemma":0.008992918,"domain_scores_codex":[0.9991997,0.0002018371,0.00005482962,0.0001267557,0.000314233,0.0001027529],"domain_scores_gemma":[0.9990324,0.00009719274,0.00004754129,0.0001072678,0.0003144295,0.000401215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001536912,0.0003160018,0.003420586,0.0002442778,0.00001632318,0.0005181228,0.0007116299,0.0003567682,0.002468151,0.03231953,0.337354,0.6221209],"study_design_scores_gemma":[0.00004333677,0.0001077371,0.004014982,0.0001593414,0.0000130737,0.002041346,0.0002493017,0.001009582,0.0007865152,0.005194339,0.9863514,0.00002910004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04836603,0.02938825,0.1862344,0.1171323,0.008378331,0.0008966702,0.001183166,0.01833821,0.5900827],"genre_scores_gemma":[0.2385766,0.02281774,0.2432971,0.04793479,0.00430841,0.0007720452,0.001838715,0.001630018,0.4388247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03902806,"threshold_uncertainty_score":0.1305618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258241235075064,"score_gpt":0.186138343445579,"score_spread":0.1735559310948284,"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."}}