{"id":"W4220849730","doi":"10.1111/aor.14235","title":"Quality of life metrics in LVAD patients after hemocompatibility‐related adverse events","year":2022,"lang":"en","type":"article","venue":"Artificial Organs","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Society of Thoracic Surgeons","keywords":"Medicine; Adverse effect; Quality of life (healthcare); Destination therapy; Stroke (engine); Ventricular assist device; Heart failure; Cohort; Thrombosis; Internal medicine; Cohort study; Cardiology","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":[0.001749182,0.0002288555,0.000515348,0.0008598685,0.00023236,0.0007853927,0.0002158352,0.0002643387,0.001125574],"category_scores_gemma":[0.00545864,0.00006694372,0.0007119543,0.001155636,0.0001820962,0.0004814895,0.0005248804,0.0006959968,0.0001659294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005273749,"about_ca_system_score_gemma":0.0002695251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008531282,"about_ca_topic_score_gemma":0.001078012,"domain_scores_codex":[0.9991482,0.000227261,0.0001613441,0.0001240786,0.0002147869,0.0001242945],"domain_scores_gemma":[0.995829,0.0006044147,0.002450311,0.0001175299,0.0005561194,0.0004425452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003948992,0.00007529235,0.9886637,0.00006477733,0.0001822088,0.00009264395,0.00009111323,0.0004060982,0.0001766197,0.00004087551,0.0004001339,0.009411689],"study_design_scores_gemma":[0.000008924403,0.0004317165,0.997699,0.00002355475,0.0000655571,0.0002141412,0.00009172702,0.0007662198,0.0001230881,0.00007546036,0.0004912,0.00000945101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949806,0.001576676,0.0004549372,0.0001828127,0.00002219794,0.00003564043,0.001641295,0.00001237973,0.001093483],"genre_scores_gemma":[0.9983588,0.0002102326,0.0002336794,0.00004828667,0.00001709685,0.00002588457,0.001010433,0.000001968555,0.00009352354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001749182,"threshold_uncertainty_score":0.0092507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308459435292315,"score_gpt":0.2443773065826545,"score_spread":0.2212927122297314,"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."}}