{"id":"W3211069103","doi":"10.1016/j.carrev.2021.10.009","title":"Complications of Penumbra Indigo Aspiration Device in Pulmonary Embolism: Insights From MAUDE Database","year":2021,"lang":"en","type":"article","venue":"Cardiovascular revascularization medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Penumbra; Pulmonary embolism; Surgery; Cardiology","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":[0.001139436,0.0002876853,0.0008935746,0.003098658,0.0003974637,0.001405934,0.0009482003,0.0007083859,0.00138792],"category_scores_gemma":[0.01310798,0.0003892905,0.001575381,0.005699335,0.0001620815,0.0007855622,0.001369857,0.001106362,0.000266471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009867911,"about_ca_system_score_gemma":0.001176495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04949981,"about_ca_topic_score_gemma":0.07895859,"domain_scores_codex":[0.9976439,0.0004872802,0.0007261307,0.0003960849,0.0005214814,0.0002250254],"domain_scores_gemma":[0.9943944,0.001435128,0.002797896,0.0003189767,0.0007902205,0.0002633763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000223095,0.00005897362,0.9831231,0.000615305,0.001657325,0.0001932424,0.0002852702,0.0001337261,0.00006362373,0.0004168244,0.006002029,0.007227405],"study_design_scores_gemma":[0.00006139392,0.00003982805,0.9909797,0.0006767389,0.000974472,0.0007097491,0.0006490457,0.0005117936,0.0000782834,0.0002321528,0.00505094,0.00003600176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8274806,0.02352958,0.0007427946,0.002557308,0.00008287677,0.0002365616,0.1371387,0.00006423832,0.008167305],"genre_scores_gemma":[0.9454126,0.008693254,0.001346725,0.001186881,0.00009331264,0.0003798007,0.04205211,0.00002869763,0.0008066088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04949981,"threshold_uncertainty_score":0.09842336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824945281946142,"score_gpt":0.2719747582443103,"score_spread":0.2437253054248489,"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."}}