{"id":"W3133003147","doi":"10.1093/ejcts/ezab018","title":"Five-year outcomes of patients supported with HeartMate 3: a single-centre experience","year":2021,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Abbott Fund","keywords":"Medicine; Ventricular assist device; Adverse effect; Heart failure; Quality of life (healthcare); Clinical endpoint; Clinical trial; Prospective cohort study; Cohort; Destination therapy; Surgery; Haemolysis; Internal medicine","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":[0.001230741,0.0002303064,0.0007966156,0.0001667282,0.00003519186,0.00004329754,0.0001769029,0.00003376919,0.0002643852],"category_scores_gemma":[0.0003105492,0.0001923819,0.0004075794,0.0003559995,0.00004967178,0.0002931432,0.00004525998,0.0002332009,0.00002357362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005360559,"about_ca_system_score_gemma":0.00007654503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.776634e-7,"about_ca_topic_score_gemma":6.489372e-7,"domain_scores_codex":[0.997138,0.0006883835,0.0009628013,0.0001843722,0.0006839559,0.0003424719],"domain_scores_gemma":[0.9982295,0.0002391321,0.0003502195,0.0003691738,0.0005378427,0.0002741007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001109186,0.0001650213,0.9741349,0.0002014284,0.0006798335,0.00401427,0.0009605807,0.001637532,0.001841769,0.000006296422,0.001656922,0.01459051],"study_design_scores_gemma":[0.0008138003,0.0001504112,0.935065,0.0006267182,0.0002848508,0.0003304117,0.002083876,0.000115153,0.0428931,0.00000688948,0.01691103,0.0007187428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965189,0.0003240487,0.0006955815,0.00002850327,0.0007028117,0.00006321153,0.00001885214,0.00005717023,0.001590969],"genre_scores_gemma":[0.999115,0.000015432,0.0005700777,0.00005577173,0.00008429884,5.693961e-7,0.0000105481,0.0000762046,0.00007208711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04105133,"threshold_uncertainty_score":0.7845108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228078737114121,"score_gpt":0.2296427911663881,"score_spread":0.2073620037952469,"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."}}