{"id":"W2066534687","doi":"10.1093/europace/euu069","title":"Ischaemic stroke prevention in patients with atrial fibrillation and high bleeding risk: opportunities and challenges for percutaneous left atrial appendage occlusion","year":2014,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Atrial fibrillation; Left atrial appendage occlusion; Medicine; Cardiology; Percutaneous; Internal medicine; Stroke (engine); Appendage; Occlusion; Stroke risk; Atrial Appendage; Ischemic stroke; Warfarin; Ischemia; Engineering","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":[0.001130638,0.0007356492,0.001940379,0.002448469,0.0003196701,0.001280444,0.0006156147,0.001311269,0.003816185],"category_scores_gemma":[0.001670326,0.0002272502,0.00115708,0.002279591,0.0004342191,0.00135607,0.0007209167,0.001650496,0.001254698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007288637,"about_ca_system_score_gemma":0.001778972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152117,"about_ca_topic_score_gemma":0.002855118,"domain_scores_codex":[0.9995562,0.0001175172,0.00009669559,0.00004610478,0.0001521512,0.00003118701],"domain_scores_gemma":[0.9991449,0.0004859515,0.0001464517,0.0000176266,0.0001643029,0.00004077871],"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":[0.00006863026,0.0000480877,0.0002108689,0.03883857,0.0001666834,0.0001694759,0.00006713711,0.0001555179,0.0003406624,0.002160852,0.02178833,0.9359851],"study_design_scores_gemma":[0.00007386217,0.0002121844,0.002562511,0.06268299,0.0007828024,0.002804962,0.0002371951,0.0001521489,0.0002364726,0.003255209,0.9269607,0.00003886335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003983887,0.9992482,0.00002741927,0.000315582,0.00007943363,0.000002129979,0.000005155875,0.000002071975,0.0002800961],"genre_scores_gemma":[0.0003242802,0.9991772,0.00009196645,0.0001724664,0.0001050634,0.000004150116,0.00001015757,6.713097e-7,0.000114017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003816185,"threshold_uncertainty_score":0.01276642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08921329836284896,"score_gpt":0.3261674950535167,"score_spread":0.2369541966906677,"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."}}