{"id":"W3116732579","doi":"10.1002/ccd.29439","title":"Dedicated plug based closure for large bore access –The MARVEL prospective registry","year":2020,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital","funders":"Erasmus Universitair Medisch Centrum Rotterdam; Boston Scientific Corporation; Edwards Lifesciences","keywords":"Medicine; Closure (psychology); 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":[0.00110097,0.0002788013,0.0005098181,0.0007499673,0.0002384353,0.0010566,0.0005822476,0.0003935906,0.002017813],"category_scores_gemma":[0.004008701,0.0003324734,0.0004678312,0.001002193,0.0001944943,0.0007785867,0.000652689,0.0006343534,0.0006176155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162704,"about_ca_system_score_gemma":0.0003488985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006400574,"about_ca_topic_score_gemma":0.0007380761,"domain_scores_codex":[0.998544,0.0003678687,0.0001384325,0.0005756427,0.0002270592,0.0001471393],"domain_scores_gemma":[0.9955267,0.0005784169,0.002633391,0.000633508,0.0002177098,0.0004102009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007944069,0.0001433367,0.9884024,0.00007330346,0.0001811557,0.0004813398,0.0001274666,0.0001155408,0.0004854019,0.0001423743,0.001003637,0.008049644],"study_design_scores_gemma":[0.0001326827,0.0009002032,0.9922571,0.00006060144,0.0001354369,0.003101578,0.0002281285,0.0008555058,0.0002384658,0.0001092154,0.00195822,0.00002278691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965318,0.0006224986,0.0005489817,0.00004328758,0.00001600357,0.0000317007,0.001482472,0.00002790667,0.0006954902],"genre_scores_gemma":[0.9958836,0.0003644008,0.0004937247,0.00004016601,0.00006493489,0.00006012751,0.002783546,0.00002186456,0.0002876278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002017813,"threshold_uncertainty_score":0.006750286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05953961684138523,"score_gpt":0.3226630173583341,"score_spread":0.2631234005169489,"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."}}