{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002553402,0.0001449425,0.0002815646,0.00004812542,0.0003163252,0.0001092931,0.0001876644,0.0000836113,0.00007381778],"category_scores_gemma":[0.000234508,0.0001122697,0.001504715,0.0003237056,0.00006279995,0.00009341916,0.00007793616,0.0001357174,0.000006816196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002258781,"about_ca_system_score_gemma":0.00007426424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004808669,"about_ca_topic_score_gemma":0.000003267822,"domain_scores_codex":[0.9988966,0.00006643029,0.0002700299,0.0003800575,0.0002114434,0.0001754624],"domain_scores_gemma":[0.9989762,0.0000187998,0.00007915519,0.0005000261,0.000276333,0.0001495339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003114164,0.008965265,0.4336169,0.03394874,0.066056,0.0001543553,0.009662974,0.004182165,0.01156797,0.1635098,0.1960083,0.06921338],"study_design_scores_gemma":[0.01954819,0.001402341,0.5295343,0.001424191,0.009943866,0.000500268,0.001585435,0.04130979,0.004330329,0.001363162,0.3878006,0.001257467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02225545,0.004144975,0.9599528,0.01044822,0.00009504361,0.002144993,0.000232394,0.0001826091,0.0005435014],"genre_scores_gemma":[0.9961864,0.0001032146,0.0004802356,0.001621253,0.0001716446,0.0006861355,0.0005349263,0.00003455086,0.0001816217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.973931,"threshold_uncertainty_score":0.4578225,"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."}}