{"id":"W2041974213","doi":"10.1177/026765910001500507","title":"Simple modified ultrafiltration","year":2000,"lang":"en","type":"article","venue":"Perfusion","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Medicine; Ultrafiltration (renal); Hematocrit; Cannula; Oncotic pressure; Simplicity; Cardiopulmonary bypass; Cardiac surgery; Surgery; Biomedical engineering; Anesthesia; Chromatography; Internal medicine; Albumin","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":[0.0005720513,0.000438701,0.000640992,0.0008099303,0.0002813669,0.0004551438,0.0007216766,0.000414539,0.001011914],"category_scores_gemma":[0.001680828,0.0001859343,0.0005713652,0.0004341249,0.0003126343,0.0008670098,0.0004912222,0.0006279803,0.000339423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003559157,"about_ca_system_score_gemma":0.000268585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006432618,"about_ca_topic_score_gemma":0.001007561,"domain_scores_codex":[0.9993891,0.0001054247,0.00006091246,0.0001021566,0.0003014427,0.00004110325],"domain_scores_gemma":[0.9995694,0.000172194,0.00008822134,0.00006126523,0.00007652379,0.00003249685],"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":[0.0006150129,0.0001541749,0.004636863,0.002075076,0.0001520562,0.001116761,0.0003735094,0.002185421,0.3363879,0.003669849,0.005370055,0.6432635],"study_design_scores_gemma":[0.0002058604,0.004337779,0.06723667,0.0004215193,0.0004477308,0.05118074,0.0001853669,0.03249181,0.4862245,0.006965105,0.3498263,0.0004766824],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2533129,0.07295915,0.6609991,0.0006422904,0.001198069,0.0007249377,0.0003756991,0.00161359,0.008174167],"genre_scores_gemma":[0.4835733,0.01920573,0.4879436,0.00062236,0.0006060866,0.0004454756,0.0005298727,0.0001957965,0.00687782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001011914,"threshold_uncertainty_score":0.003385186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134431439385805,"score_gpt":0.2204564441093292,"score_spread":0.2070133001707487,"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."}}