{"id":"W4399503272","doi":"10.1002/ejhf.3323","title":"Right Heart Failure with Left Ventricular Assist Devices: Preoperative, Perioperative and Postoperative Management Strategies. A Clinical Consensus Statement of the Heart Failure Association (HFA) of the ESC","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Perioperative; Ventricle; Inotrope; Cardiology; Ventricular assist device; Internal medicine; Destination therapy; Hemodynamics; Intensive care medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200047,0.0003764722,0.0007182976,0.0001168136,0.000215394,0.0002686709,0.0003716208,0.00009607527,0.0002315557],"category_scores_gemma":[0.00008418087,0.0002079558,0.0003514009,0.0004151439,0.000211334,0.0003672176,0.0001420415,0.001013344,0.0000208646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654454,"about_ca_system_score_gemma":0.0002514953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004485006,"about_ca_topic_score_gemma":0.0001443775,"domain_scores_codex":[0.9953697,0.001652587,0.001385348,0.0003506712,0.000899446,0.000342189],"domain_scores_gemma":[0.9983037,0.0002408558,0.0003915817,0.0004180118,0.0004719087,0.0001740103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003212876,0.0007307265,0.5497892,0.003333555,0.009070567,0.001133124,0.009026965,0.03694705,0.01594778,0.006449886,0.3669351,0.0003147708],"study_design_scores_gemma":[0.002576812,0.001107957,0.2176785,0.003225337,0.0008625273,0.0008792288,0.01037479,0.001860413,0.009383482,0.00004826576,0.7512832,0.0007194973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766296,0.001413027,0.0004396416,0.01936447,0.0005479819,0.001007956,0.00007986607,0.00005504091,0.0004624757],"genre_scores_gemma":[0.9936926,0.000009448002,0.005684455,0.0002853017,0.000116782,0.000004201292,0.000003842918,0.00006328201,0.0001400779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3843481,"threshold_uncertainty_score":0.8480191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009641374642195827,"score_gpt":0.2402018181777807,"score_spread":0.2305604435355849,"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."}}