{"id":"W61965369","doi":"10.1007/978-1-4471-4999-6_176-2","title":"Uni- and Biventricular Assistance (LVAD-RVAD)","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Stollery Children's Hospital","funders":"","keywords":"Ventricular assist device; Destination therapy; Medicine; Circulatory system; Heart transplantation; Population; Heart failure; Cardiology; Transplantation; Internal medicine; Continuous flow; Intensive care medicine; Engineering","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":[0.0001816665,0.0007245064,0.0003572503,0.0008566399,0.0004296582,0.001531513,0.0004631617,0.0007025298,0.09232698],"category_scores_gemma":[0.0003599071,0.0002289972,0.0002977622,0.0008116899,0.0002882443,0.001516858,0.0008667223,0.001296773,0.06348217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004506995,"about_ca_system_score_gemma":0.0004257867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008770085,"about_ca_topic_score_gemma":0.003025915,"domain_scores_codex":[0.9998829,0.00001173065,0.000005562651,0.00002231214,0.00006717813,0.00001023199],"domain_scores_gemma":[0.9999081,0.00003837499,0.000004680674,0.000008627931,0.00002699096,0.00001327834],"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":[0.0000180797,0.00003959835,0.00005268847,0.0002413654,0.000003712342,0.00007526187,0.00006218808,0.0003599951,0.001406401,0.0285224,0.3998258,0.5693925],"study_design_scores_gemma":[0.000001733258,0.00001236227,0.0001545957,0.0001134827,0.000001905268,0.0002429482,0.00001364576,0.0001951044,0.0003146494,0.004965494,0.9939797,0.000004372859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007370113,0.03928832,0.01344692,0.001146598,0.005311512,0.00004241363,0.0004379161,0.0004914777,0.9390978],"genre_scores_gemma":[0.002326515,0.01500193,0.004394744,0.0006009513,0.0008412366,0.00003157615,0.000313878,0.0001873958,0.9763017],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09232698,"threshold_uncertainty_score":0.3088645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493394642992671,"score_gpt":0.1845099846805428,"score_spread":0.1695760382506161,"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."}}