{"id":"W3204290690","doi":"10.1002/ehf2.13590","title":"HFA of the ESC Position Paper on the Management of LVAD-Supported Patients for the Non-LVAD Specialist Healthcare Provider Part 3: At the Hospital and Discharge","year":2021,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"HeartWare","keywords":"Medicine; Ventricular assist device; Heart failure; Intensive care medicine; Health care; Psychological intervention; Medical emergency; Cardiology; Nursing","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":[0.004554817,0.001144325,0.00140191,0.001768943,0.001120697,0.00283851,0.001854709,0.006809844,0.01344195],"category_scores_gemma":[0.01025739,0.0004620025,0.001817439,0.001131089,0.001007318,0.001318358,0.001326301,0.00621216,0.01107336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002082318,"about_ca_system_score_gemma":0.006379667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005171105,"about_ca_topic_score_gemma":0.01109952,"domain_scores_codex":[0.9975327,0.0005201739,0.0004723756,0.0002025896,0.0009932708,0.0002788433],"domain_scores_gemma":[0.990064,0.002421518,0.001273066,0.0003737552,0.003807019,0.002060767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007042227,0.00007567199,0.0007788065,0.0008469799,0.0000429705,0.0002960136,0.00005127455,0.0002924559,0.0004247653,0.001896731,0.9250163,0.0702075],"study_design_scores_gemma":[0.00006697312,0.0001616035,0.00576269,0.004535435,0.00006837961,0.0007636686,0.00007393422,0.0002825798,0.0005815985,0.001957887,0.9857123,0.0000330131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.004109304,0.1201352,0.009620286,0.2923239,0.4267886,0.001943209,0.006275599,0.0004403327,0.1383637],"genre_scores_gemma":[0.03045261,0.1819506,0.02408222,0.1616299,0.3945217,0.00220237,0.01298949,0.001017857,0.1911531],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01344195,"threshold_uncertainty_score":0.04496783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009029393494972704,"score_gpt":0.2153072767504164,"score_spread":0.2062778832554437,"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."}}