{"id":"W2019372881","doi":"10.1016/j.hlc.2010.06.948","title":"An Embolic Deflection Device for Aortic Valve Interventions","year":2010,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Embolic stroke; Percutaneous; Cerebral embolism; Aortic valve; Medicine; Cardiology; Internal medicine; Psychological intervention; Stroke (engine); Embolism; Ischemic stroke; Ischemia; Engineering; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001633892,0.00005669532,0.0001019603,0.00007264898,0.0001261161,0.00002891234,0.000009841942,0.00004167069,0.00003940831],"category_scores_gemma":[0.00004495231,0.00005638675,0.0001287078,0.00006336033,0.00001400825,0.0001085412,0.000004916621,0.00007175444,0.000005827116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002248167,"about_ca_system_score_gemma":0.00001110487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000521342,"about_ca_topic_score_gemma":0.00008075108,"domain_scores_codex":[0.9995508,0.0000186245,0.0001180933,0.0001478682,0.00006552673,0.00009904811],"domain_scores_gemma":[0.9996929,0.00002589289,0.00002849658,0.0001117798,0.00008317469,0.00005780541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002265267,0.0004893774,0.8983538,0.0006108701,0.000181203,7.917531e-7,0.0003513413,0.0001171714,0.05063075,0.01115502,0.002205323,0.03588177],"study_design_scores_gemma":[0.0005027428,0.0001270099,0.9883764,0.00005551779,0.0001987476,0.00001888972,0.00003577675,0.006663256,0.000412341,0.0006036967,0.002943686,0.00006193583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854848,0.00008035685,0.01262237,0.0001683815,0.0003319723,0.0005380444,0.000001994337,0.00005517437,0.0007168572],"genre_scores_gemma":[0.9987032,0.00001124209,0.000569496,0.0002688936,0.0002319385,0.0001420267,0.00004809487,0.00001030504,0.00001473909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09002267,"threshold_uncertainty_score":0.2299385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996752912614716,"score_gpt":0.3755768981293901,"score_spread":0.345609369003243,"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."}}