{"id":"W27323319","doi":"10.1016/j.jcin.2014.04.019","title":"Feasibility and Exploratory Efficacy Evaluation of the Embrella Embolic Deflector System for the Prevention of Cerebral Emboli in Patients Undergoing Transcatheter Aortic Valve Replacement","year":2014,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"Edwards Lifesciences","keywords":"Medicine; Valve replacement; Interquartile range; Magnetic resonance imaging; Aortic valve; Radiology; Stenosis; Surgery; Cardiology; Internal medicine","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":[0.002531835,0.0004360194,0.0006682217,0.0003581678,0.0003179332,0.0006658371,0.0003436003,0.0005011623,0.001283471],"category_scores_gemma":[0.00419167,0.0001786877,0.0005986231,0.0001801685,0.0006983179,0.0006532855,0.0003159666,0.0006040418,0.0002508864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002320441,"about_ca_system_score_gemma":0.0005829642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002731263,"about_ca_topic_score_gemma":0.0002677757,"domain_scores_codex":[0.9989428,0.0005412498,0.0000869686,0.0001542705,0.0001708658,0.0001038684],"domain_scores_gemma":[0.998098,0.001061251,0.0003082813,0.0001747445,0.0001783916,0.000179423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2866927,0.03109231,0.436619,0.000797978,0.001095542,0.00161,0.001974312,0.001252413,0.07195636,0.000805017,0.000528251,0.1655761],"study_design_scores_gemma":[0.01012738,0.5510598,0.41094,0.00005358058,0.001216547,0.001743741,0.0007023888,0.00443826,0.01755001,0.0002739567,0.001813484,0.00008080525],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986094,0.000347958,0.0004543659,0.00004015415,0.00001180225,0.000106558,0.00003781653,0.000007383291,0.0003846759],"genre_scores_gemma":[0.998859,0.00015042,0.0006743136,0.00005215248,0.00003747289,0.00005813071,0.00005606992,0.000002708629,0.0001096554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002531835,"threshold_uncertainty_score":0.01338983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05566796990058854,"score_gpt":0.3503261911963453,"score_spread":0.2946582212957568,"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."}}