{"id":"W3166809993","doi":"10.1177/02676591211027788","title":"Subzero balance - simple modified ultrafiltration (SBUF-SMUF) technique for pediatric cardiopulmonary bypass","year":2021,"lang":"en","type":"article","venue":"Perfusion","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Health Canada","keywords":"Cardiopulmonary bypass; Medicine; Ultrafiltration (renal); Cardiac surgery; Coagulopathy; Hemofiltration; Anesthesia; Cardiology; Surgery; Chromatography; Hemodialysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003568678,0.0002119361,0.0004425596,0.0001164466,0.0001588542,0.00002234965,0.00006988184,0.0002117485,0.000115847],"category_scores_gemma":[0.0001332341,0.0002066524,0.0003758052,0.0003359392,0.00002606717,0.000126861,0.00004991482,0.000197684,0.00001040022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000978914,"about_ca_system_score_gemma":0.0002170631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004522131,"about_ca_topic_score_gemma":0.000003493549,"domain_scores_codex":[0.9984933,0.0000763549,0.0003324925,0.0004618962,0.0003161527,0.0003198076],"domain_scores_gemma":[0.9988868,0.0001347495,0.00008129146,0.0004741831,0.0002856604,0.0001372843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006357234,0.0003485779,0.07679851,0.0003420846,0.00003751185,0.0002484132,0.0001125917,0.00002719293,0.8608397,0.0004220131,0.02633248,0.03385518],"study_design_scores_gemma":[0.001799945,0.0006738519,0.1503276,0.0001495159,0.0005422599,0.00114006,0.0002028845,0.001623264,0.7556577,0.002064915,0.0849249,0.0008931797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165344,0.002581531,0.06554582,0.001222633,0.0005013436,0.002083767,0.0001352035,0.0006500047,0.01074531],"genre_scores_gemma":[0.9925774,0.001401591,0.002679921,0.0003773306,0.0007249987,0.0004900852,0.0007326622,0.00004543237,0.0009705602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051821,"threshold_uncertainty_score":0.842704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580420935934483,"score_gpt":0.2701127186659643,"score_spread":0.2543085093066195,"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."}}