{"id":"W2102025343","doi":"10.1161/circulationaha.111.084772","title":"Cerebral Microembolization After Bioprosthetic Aortic Valve Replacement","year":2012,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Edwards Lifesciences","keywords":"Medicine; Aspirin; Warfarin; Stroke (engine); Antithrombotic; Cardiology; Anesthesia; Platelet; Platelet activation; Internal medicine; Atrial fibrillation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002763763,0.0001882551,0.0003641139,0.0001794585,0.0001303935,0.0002893272,0.0001159937,0.0001780056,0.0007273739],"category_scores_gemma":[0.001278418,0.00006299658,0.0001594673,0.0001057733,0.0002331081,0.0001063622,0.0001147734,0.0002804649,0.0000913458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000196347,"about_ca_system_score_gemma":0.0001963516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002388376,"about_ca_topic_score_gemma":0.0004229701,"domain_scores_codex":[0.9998343,0.00004713748,0.00001762962,0.00002727327,0.00004632744,0.00002729815],"domain_scores_gemma":[0.9991632,0.0003223084,0.0003414448,0.00004197726,0.000040383,0.00009074745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02080977,0.0008118088,0.8632239,0.0003675749,0.0004785081,0.004285372,0.0002592435,0.0007170025,0.04861642,0.0001043793,0.0003514767,0.05997455],"study_design_scores_gemma":[0.0001694118,0.007772611,0.9780963,0.00002289574,0.0001491023,0.004440811,0.00006468373,0.0003865735,0.008327576,0.00007479046,0.0004840085,0.00001114289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987012,0.000956385,0.0001230737,0.00001664238,0.000006526456,0.000006900224,0.0000235629,0.000002385702,0.0001632216],"genre_scores_gemma":[0.999396,0.0003313686,0.00008717067,0.00001948096,0.00003274345,0.00001029541,0.00005515299,5.393244e-7,0.00006724731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007273739,"threshold_uncertainty_score":0.00243336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247960773124496,"score_gpt":0.3014160317842202,"score_spread":0.2889364240529753,"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."}}