{"id":"W2460736378","doi":"10.1053/j.semtcvs.2016.06.003","title":"The Sky Is Not Falling: Improving Results With the HeartMate 2 Continuous-Flow Left Ventricular Assist Device","year":2016,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Ventricular assist device; Continuous flow; Falling (accident); Cardiology; Internal medicine; Adverse effect; Heart failure; Mechanics","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":[0.001503856,0.0005461877,0.00110676,0.0003840213,0.001815013,0.002320905,0.0008631093,0.01871092,0.002858722],"category_scores_gemma":[0.01284883,0.0002554802,0.0009974807,0.0003190393,0.001294167,0.002841762,0.0008269957,0.01876694,0.002267657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002082424,"about_ca_system_score_gemma":0.001165909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066984,"about_ca_topic_score_gemma":0.002999391,"domain_scores_codex":[0.9988757,0.0003588061,0.0001496929,0.0001185163,0.0003195764,0.0001776602],"domain_scores_gemma":[0.9972203,0.001712759,0.000173141,0.00007622479,0.0002147827,0.0006028345],"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":[0.0007730132,0.000337875,0.005041477,0.0002013047,0.0001181185,0.06110439,0.0004173708,0.0003399531,0.001046195,0.006418006,0.8585573,0.06564496],"study_design_scores_gemma":[0.00149958,0.001266569,0.01238703,0.001132748,0.0003225615,0.13354,0.001737286,0.003241981,0.001330143,0.04735499,0.7959086,0.0002785626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004285976,0.002841763,0.0002495144,0.9680139,0.01895245,0.00001302445,0.00004550378,0.00004196793,0.005555881],"genre_scores_gemma":[0.03866185,0.00324298,0.0007001546,0.8785942,0.07125033,0.00003654618,0.00005547896,0.00005269561,0.007405866],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01871092,"threshold_uncertainty_score":0.01510912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261945363371287,"score_gpt":0.2112220567032284,"score_spread":0.1986026030695155,"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."}}