{"id":"W4389958323","doi":"10.1177/15266028231219226","title":"Real-World Experience With the Angio-Seal Closure Device: Insights From Manufacturer and User Facility Device Experience Database","year":2023,"lang":"en","type":"article","venue":"Journal of Endovascular Therapy","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Arteriotomy; Vascular closure device; Surgery; Balloon; Tamponade; Database; Femoral artery; Medical emergency; Artery","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":[0.002777103,0.0001836267,0.0003848554,0.002432559,0.0001804183,0.000959112,0.0004412119,0.0003980729,0.002171632],"category_scores_gemma":[0.01488213,0.000142614,0.0004849066,0.001954544,0.0002027954,0.0009325041,0.0007093043,0.0003697005,0.000730932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003451089,"about_ca_system_score_gemma":0.0003466787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564947,"about_ca_topic_score_gemma":0.00203206,"domain_scores_codex":[0.9972273,0.0006692784,0.0007117185,0.0004114486,0.0007730245,0.0002072225],"domain_scores_gemma":[0.9780474,0.006098056,0.01104044,0.001242091,0.00259087,0.0009810418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002477225,0.00007195714,0.987227,0.00006142283,0.00009106415,0.0001388503,0.0001459308,0.00015107,0.0001005165,0.00004257018,0.001951803,0.009770085],"study_design_scores_gemma":[0.00002725315,0.0002552845,0.9933735,0.00006346715,0.00007839278,0.001383298,0.0003090121,0.001083953,0.0002751602,0.0000522056,0.003075471,0.00002301249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868307,0.0008573139,0.0005680656,0.0001288256,0.000008170356,0.00004746198,0.01001272,0.00003294366,0.001513933],"genre_scores_gemma":[0.9854888,0.0004165373,0.0005726388,0.00008815525,0.00002334222,0.00005182958,0.013083,0.00001563588,0.0002599796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002777103,"threshold_uncertainty_score":0.01468688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637037568205024,"score_gpt":0.3105179546298177,"score_spread":0.2741475789477674,"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."}}