{"id":"W4387244462","doi":"10.1016/j.atssr.2023.09.014","title":"Anticoagulation of HeartMate 3 Left Ventricular Assist Device With Apixaban","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Alberta Health; University of Alberta Hospital; Alberta Hospital Edmonton; Alberta Health Services","funders":"","keywords":"Apixaban; Cardiology; Internal medicine; Ventricular assist device; Medicine; Heart failure; Warfarin; Atrial fibrillation; Rivaroxaban","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":[0.001669999,0.0002230817,0.000679267,0.0003769129,0.00004131316,0.00001915627,0.00008620712,0.0001196987,0.00010524],"category_scores_gemma":[0.0001537705,0.0002055144,0.0002411368,0.0008531595,0.00004712922,0.0002587772,0.0000345615,0.0001130971,0.00001414554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001123544,"about_ca_system_score_gemma":0.00005803407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735942,"about_ca_topic_score_gemma":0.00000709462,"domain_scores_codex":[0.9975449,0.00006775863,0.001042394,0.0003079339,0.0006535975,0.0003833547],"domain_scores_gemma":[0.9984766,0.0002268568,0.0002727247,0.0006238432,0.0002495378,0.0001505011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002379795,0.00005515859,0.9579618,0.001030578,0.0003092843,0.002331708,0.00004709066,0.01288092,0.002385297,0.00000791167,0.001907604,0.02105887],"study_design_scores_gemma":[0.000006661071,0.0000359518,0.3262142,0.0005580455,0.0001169722,0.0006537996,0.00005781579,0.005703444,0.6621502,0.0002311846,0.003779844,0.0004919192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978487,0.0003854658,0.0003857345,0.00005676271,0.0003203706,0.0001987526,0.000008720737,0.0003536318,0.0004418696],"genre_scores_gemma":[0.9996024,0.0000284417,0.00009545885,0.00002873976,0.00004190886,0.000009460598,0.0001067906,0.00005567251,0.00003116056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597649,"threshold_uncertainty_score":0.8380632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07245193483183826,"score_gpt":0.3295310242758875,"score_spread":0.2570790894440493,"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."}}