{"id":"W4310464208","doi":"10.1111/jce.15763","title":"Same‐day discharge following catheter ablation and venous closure with VASCADE MVP: A postmarket registry","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Richmond Hospital","funders":"Haemonetics Corporation","keywords":"Medicine; Atrial fibrillation; Catheter; Catheter ablation; Patient satisfaction; Ablation; Surgery; Population; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007411314,0.0001508489,0.0007453512,0.0001777353,0.000180747,0.00001408613,0.00008734701,0.00005777974,0.00003475565],"category_scores_gemma":[0.00006958189,0.0001120173,0.001015663,0.0002193514,0.00003601888,0.0001067444,0.00005944548,0.0003925016,0.000001414787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019113,"about_ca_system_score_gemma":0.00009897194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001042618,"about_ca_topic_score_gemma":4.381666e-7,"domain_scores_codex":[0.9983811,0.000344475,0.0003233564,0.0001943553,0.0005158731,0.0002407935],"domain_scores_gemma":[0.9992682,0.00005593651,0.0002485651,0.0002684931,0.00008014394,0.00007865349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02823906,0.0008369414,0.1637085,0.001051106,0.1714084,0.009355522,0.004910313,0.04592599,0.4866755,0.003461205,0.00642865,0.07799882],"study_design_scores_gemma":[0.02088987,0.02348651,0.5665712,0.0001617807,0.01557216,0.009617293,0.0008293752,0.0005982164,0.002432163,0.001682095,0.3570518,0.001107618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889855,0.00852142,0.0007546992,0.001056212,0.0002439186,0.0002481895,0.000001845971,0.00001552424,0.0001726954],"genre_scores_gemma":[0.9978549,0.000471931,0.0003729669,0.0002020193,0.0008087388,0.000003101935,0.00001494643,0.00002769726,0.0002436622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4842434,"threshold_uncertainty_score":0.4567933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132640484586731,"score_gpt":0.2443956524698034,"score_spread":0.2330692476239361,"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."}}