{"id":"W3200309890","doi":"10.1159/000517454","title":"Stroke in Patients with Left Ventricular Assist Devices","year":2021,"lang":"en","type":"review","venue":"Cerebrovascular Diseases","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Medicine; Destination therapy; Stroke (engine); Cardiology; Ventricular assist device; Population; Internal medicine; Perioperative; Heart failure; Context (archaeology); Antithrombotic; Fibrinolytic agent; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.0001207102,0.0007950738,0.002358507,0.0003264928,0.00005739841,0.0001469275,0.0005484977,0.0003404696,0.0007093627],"category_scores_gemma":[0.00006653609,0.0006537426,0.001116243,0.0005546947,0.00004072922,0.000213259,0.0001154775,0.0004588071,0.0001532828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973613,"about_ca_system_score_gemma":0.0002196401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005660059,"about_ca_topic_score_gemma":0.00002841981,"domain_scores_codex":[0.9968315,0.0002183983,0.0007684979,0.0007885078,0.0007922539,0.0006008738],"domain_scores_gemma":[0.9981492,0.0001008209,0.0001590415,0.001119316,0.00009253949,0.000379102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003949077,0.0006394884,0.3201086,0.06017505,0.004508289,0.000539211,0.00001297669,0.0005672518,6.964694e-9,0.0001016016,0.0004266192,0.6129169],"study_design_scores_gemma":[0.0006775514,0.00002570849,0.02694133,0.01148201,0.003449942,0.00001251041,0.00001041387,0.00003599419,5.764201e-7,0.000005292669,0.9562874,0.001071241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009172991,0.9971341,0.00008320226,9.692596e-7,0.0002900258,0.0008700576,0.000302446,0.0002637364,0.0001381733],"genre_scores_gemma":[0.004934283,0.9909282,0.0001217305,0.00003147007,0.0001889031,0.0002080621,0.003176186,0.0003685758,0.00004256032],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9558608,"threshold_uncertainty_score":0.9995914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066314739820419,"score_gpt":0.2237990566143431,"score_spread":0.2131359092161389,"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."}}