{"id":"W2806196200","doi":"10.1097/mat.0000000000000821","title":"Quantification of Pulsed Operation of Rotary Left Ventricular Assist Devices with Wave Intensity Analysis","year":2018,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Intensity (physics); Cardiology; Ventricular assist device; Internal medicine; Biomedical engineering; 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":[0.0003954956,0.0002353244,0.0001412435,0.0007466662,0.0001121479,0.0005289375,0.0002216697,0.0002365513,0.001054369],"category_scores_gemma":[0.001107769,0.0001313971,0.0001688507,0.0005220745,0.0002442081,0.0005005656,0.0002849602,0.0003592772,0.0002845052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143282,"about_ca_system_score_gemma":0.0001245483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001655999,"about_ca_topic_score_gemma":0.0001756328,"domain_scores_codex":[0.9997143,0.00004762395,0.00002333595,0.00005086677,0.000136582,0.00002721326],"domain_scores_gemma":[0.999134,0.0002588441,0.0002536043,0.00007667495,0.0001994579,0.00007740924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004939779,0.0001231728,0.02881316,0.0001109023,0.00002793612,0.0001164834,0.0001681236,0.0005369335,0.9100573,0.0003407888,0.0001600225,0.05905113],"study_design_scores_gemma":[0.00004468006,0.002468544,0.392016,0.00004118582,0.0001430054,0.001080572,0.0004856712,0.02226747,0.5782957,0.0008225311,0.002268541,0.00006605854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593955,0.0006568381,0.03794982,0.00004150968,0.0000287442,0.00006118876,0.0001912945,0.0001251386,0.001550071],"genre_scores_gemma":[0.9805279,0.0004172741,0.01786476,0.00004945661,0.00002769413,0.00008736886,0.0002118996,0.00003388248,0.0007798253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001054369,"threshold_uncertainty_score":0.003527224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919249666993144,"score_gpt":0.2284944215567321,"score_spread":0.2093019248868006,"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."}}