{"id":"W2990744272","doi":"10.1016/j.jchf.2019.10.004","title":"Clinical Outcomes After Left Ventricular Assist Device Implantation in Older Adults","year":2019,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Ventricular assist device; Cardiology; Medicine; Internal medicine; Heart failure","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":[0.0005729129,0.0002544607,0.0005155902,0.0007127455,0.0004489351,0.001060787,0.0002331812,0.000789049,0.002008274],"category_scores_gemma":[0.003030861,0.0001350519,0.0009542984,0.0007370709,0.0003118787,0.0008189509,0.0007027056,0.0009254214,0.0003140587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704866,"about_ca_system_score_gemma":0.0003272085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221501,"about_ca_topic_score_gemma":0.003938335,"domain_scores_codex":[0.999586,0.00007250487,0.00005897585,0.00007471104,0.00007886844,0.000128826],"domain_scores_gemma":[0.9983809,0.0002539174,0.0006677536,0.00006621549,0.0001706547,0.0004605046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009155836,0.0001648599,0.9931983,0.00004292716,0.0002040563,0.0003212954,0.0001333746,0.00007674496,0.0002034512,0.00006037049,0.0003416739,0.004337334],"study_design_scores_gemma":[0.00002555015,0.0003198824,0.9987571,0.00001933997,0.00007036347,0.000202232,0.000220622,0.00009201946,0.00002948752,0.0000771394,0.00017697,0.000009343294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997113,0.0008467598,0.00006090179,0.0001595419,0.00003880723,0.00001158636,0.0004543258,0.000002664684,0.001312379],"genre_scores_gemma":[0.9983531,0.0003358934,0.00002766315,0.0001292862,0.00008990581,0.00001180282,0.0006635643,0.00000141721,0.0003874111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002221501,"threshold_uncertainty_score":0.006718278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008499905527241633,"score_gpt":0.2611543080813418,"score_spread":0.2526544025541002,"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."}}