{"id":"W2334523938","doi":"10.1097/ruq.0b013e3181fe2a97","title":"Carotid Doppler Ultrasound Findings in Patients With Left Ventricular Assist Devices","year":2010,"lang":"en","type":"article","venue":"Ultrasound Quarterly","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Medicine; Candidacy; Destination therapy; Heart failure; Carotid arteries; Cardiology; Radiology; Doppler echocardiography; Heart transplantation; Doppler ultrasound; Transplantation; Internal medicine; Surgery; Blood pressure","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002455146,0.0003896285,0.0003856751,0.0001967181,0.00009529597,0.0001787004,0.0003753687,0.000230643,0.0009563387],"category_scores_gemma":[0.00005305618,0.0003441374,0.00009414596,0.0003324299,0.00006773216,0.0004863623,0.000006542122,0.000645865,0.0002425565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008091642,"about_ca_system_score_gemma":0.00002900283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005388559,"about_ca_topic_score_gemma":0.001071554,"domain_scores_codex":[0.9978868,0.0000388748,0.0004712888,0.0004540558,0.00051718,0.0006317637],"domain_scores_gemma":[0.9987652,0.0003084491,0.00006776566,0.0005352477,0.00007838773,0.0002449747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000922694,0.000100801,0.9967259,0.00006625133,0.00006167206,0.00001683093,0.0004958205,0.0000864694,0.001874648,0.0001836796,0.0002084018,0.0001703536],"study_design_scores_gemma":[0.001014693,0.0001961373,0.993849,0.00004077283,0.00004405707,0.00006520727,0.0001751012,0.00005140213,0.001038709,0.0001440378,0.002813531,0.0005673628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974096,0.00003187216,0.0003167849,0.00001071674,0.0006082798,0.0004271029,0.00004300449,0.00028725,0.0008654154],"genre_scores_gemma":[0.9989125,3.509656e-7,0.000657781,0.00007110635,0.0001007262,0.00001825291,0.0001321204,0.00007973711,0.00002745029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002876856,"threshold_uncertainty_score":0.9999569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003559996857072026,"score_gpt":0.1823191700443506,"score_spread":0.1787591731872785,"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."}}