{"id":"W2793717818","doi":"10.1016/j.iccl.2017.12.008","title":"Incidence, Prevention, and Management of Periprocedural Complications of Left Atrial Appendage Occlusion","year":2018,"lang":"en","type":"review","venue":"Interventional Cardiology Clinics","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Left atrial appendage occlusion; Incidence (geometry); Complication; Occlusion; Intensive care medicine; Atrial fibrillation; Surgery; Cardiology","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":[0.000952817,0.0004721927,0.00203084,0.002478986,0.000258029,0.001077995,0.0009222443,0.001026239,0.001178544],"category_scores_gemma":[0.003501533,0.00027586,0.001501388,0.002631351,0.0003752395,0.0008807288,0.0004917671,0.001003092,0.0001471471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624651,"about_ca_system_score_gemma":0.00166969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642608,"about_ca_topic_score_gemma":0.004157491,"domain_scores_codex":[0.9992806,0.0001141164,0.0002656286,0.0001052314,0.0001970127,0.00003740517],"domain_scores_gemma":[0.9982797,0.0009556499,0.0005375901,0.00001983982,0.0001584414,0.00004883979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003868455,0.0001790458,0.01620655,0.1361186,0.003316165,0.0003162696,0.0002247456,0.000410252,0.0002925603,0.001168087,0.01232751,0.8290534],"study_design_scores_gemma":[0.0006108645,0.001451792,0.1884875,0.3133024,0.03635511,0.01469185,0.00144922,0.001233537,0.0008893412,0.005663106,0.4355504,0.0003148377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004792109,0.9992321,0.00001959044,0.0001091855,0.00003334156,0.000002568035,0.00002301106,9.488592e-7,0.00009998257],"genre_scores_gemma":[0.004249497,0.9953142,0.00009780458,0.0001255969,0.0001364117,0.000006367516,0.00003638699,4.271861e-7,0.00003323263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002642608,"threshold_uncertainty_score":0.005254507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544933643072388,"score_gpt":0.4715156194316584,"score_spread":0.3170222551244196,"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."}}