{"id":"W4388595071","doi":"10.1093/eurheartj/ehad655.382","title":"Risk of complications in patients undergoing pulmonary vein antrum isolation: a single centre experience","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Rheumatology Association; McGill University; Southlake Regional Health Center","funders":"","keywords":"Medicine; Atrial fibrillation; Pericardial effusion; Internal medicine; Pulmonary vein; Pericardial window; Incidence (geometry); Antrum; Cardiac tamponade; Univariate analysis; Cardiology; Surgery; Multivariate analysis","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":[0.0005900366,0.0003404603,0.0005560822,0.0007046309,0.0007720708,0.001015039,0.0004196983,0.0005919837,0.001701888],"category_scores_gemma":[0.002922531,0.0003502108,0.0005354934,0.0009098753,0.000472364,0.0005892197,0.0007275202,0.0006402755,0.0002948905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000435538,"about_ca_system_score_gemma":0.0005126186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217026,"about_ca_topic_score_gemma":0.001228076,"domain_scores_codex":[0.9991067,0.0002300055,0.0001325569,0.0001935758,0.0001569601,0.0001801492],"domain_scores_gemma":[0.9976183,0.0004943744,0.0008845874,0.000165381,0.0001505093,0.000686881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001217561,0.000112501,0.9932802,0.00002071187,0.0000362813,0.00304651,0.0002650614,0.0000572954,0.0002217209,0.00002303018,0.0001167734,0.002698176],"study_design_scores_gemma":[0.00005061221,0.001528044,0.965076,0.00004750389,0.00006258995,0.03013774,0.001686816,0.0005021109,0.000304672,0.0001054811,0.0004623753,0.00003620833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999213,0.0002946944,0.0001271767,0.0000389537,0.000007619475,0.00001257395,0.0000552674,0.000003412954,0.000247262],"genre_scores_gemma":[0.9995751,0.0001721153,0.00008597026,0.00002795686,0.00002186543,0.000009669322,0.00006032248,0.00000187707,0.0000451307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701888,"threshold_uncertainty_score":0.005693376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08494817482705729,"score_gpt":0.3262269484111695,"score_spread":0.2412787735841122,"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."}}