{"id":"W2596516996","doi":"10.1016/s0735-1097(17)35953-3","title":"COST EFFECTIVENESS OF CONTINUOUS FLOW LEFT VENTRICULAR ASSIST DEVICES FOR DESTINATION THERAPY IN END STAGE HEART FAILURE PATIENTS INELIGIBLE FOR CARDIAC TRANSPLANTATION","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Destination therapy; Ventricular assist device; Continuous flow; Stage (stratigraphy); Cardiology; Heart transplantation; Transplantation; Heart failure; Internal medicine; Intensive care medicine; 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":[0.0007354944,0.000430731,0.0006639473,0.0005961958,0.0003273923,0.001350787,0.0004858368,0.001026905,0.00363729],"category_scores_gemma":[0.004945545,0.0002064469,0.002616276,0.000526374,0.000428961,0.001000607,0.0007019155,0.001134318,0.0001321503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831287,"about_ca_system_score_gemma":0.0007058349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003788562,"about_ca_topic_score_gemma":0.005015945,"domain_scores_codex":[0.999209,0.00040538,0.00006427831,0.00006994454,0.00008149442,0.0001699342],"domain_scores_gemma":[0.9978467,0.001242672,0.000401196,0.00006321321,0.00008671541,0.0003594329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09014772,0.004152683,0.7181964,0.00142699,0.006311454,0.001231691,0.0004286806,0.01986814,0.001514395,0.004579128,0.004591032,0.1475517],"study_design_scores_gemma":[0.006669786,0.01949263,0.9370082,0.0005148313,0.0055366,0.001136787,0.00163815,0.02154738,0.0006207848,0.003470456,0.002252997,0.0001113446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913176,0.004841044,0.0001783283,0.001279884,0.0001137423,0.00003057329,0.0004649312,0.000005053821,0.001768915],"genre_scores_gemma":[0.998901,0.0004717542,0.0000706865,0.0001349479,0.00006052045,0.000009571197,0.0002285042,0.000001279074,0.0001216418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003788562,"threshold_uncertainty_score":0.01328701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565480976565622,"score_gpt":0.2715005163583502,"score_spread":0.255845706592694,"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."}}