{"id":"W3172253141","doi":"10.1161/circulationaha.121.054902","title":"A Real-World Examination of Embolic Protection Devices for Transcatheter Aortic Valve Replacement","year":2021,"lang":"en","type":"letter","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Valve replacement; Aortic valve; Cardiology; Embolism; Aortic valve replacement; Internal medicine; Surgery; Radiology; Stenosis","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":[0.001024792,0.0005571991,0.0004127814,0.0008791998,0.00367471,0.002325265,0.0009771168,0.01827329,0.004375509],"category_scores_gemma":[0.01217119,0.0004544041,0.0005872491,0.0005558925,0.001106138,0.002001524,0.000967202,0.008677938,0.001176676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002599304,"about_ca_system_score_gemma":0.001675309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006401452,"about_ca_topic_score_gemma":0.01074146,"domain_scores_codex":[0.9984304,0.0005797954,0.0002261882,0.0001835911,0.0003169862,0.0002630707],"domain_scores_gemma":[0.9947751,0.002793295,0.0005627287,0.0002003863,0.0007716562,0.0008968989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0003502031,0.0004453309,0.04324837,0.0001502155,0.00007435073,0.6843048,0.004298271,0.0003998312,0.001896626,0.002804856,0.246523,0.01550419],"study_design_scores_gemma":[0.0001951119,0.001200704,0.04780154,0.001012232,0.0002433848,0.4744677,0.01850275,0.00376499,0.001729232,0.006639071,0.4442208,0.0002225668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09072489,0.002533036,0.0006617919,0.8596094,0.005778578,0.00007371548,0.0002763467,0.00005854187,0.04028378],"genre_scores_gemma":[0.4438277,0.003542073,0.001543071,0.5123489,0.01883333,0.00004554088,0.0001892987,0.00009533092,0.0195747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01827329,"threshold_uncertainty_score":0.01885933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03642815000952978,"score_gpt":0.3281982524889765,"score_spread":0.2917701024794468,"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."}}