{"id":"W2141970403","doi":"10.1093/europace/eut043","title":"An update and current expert opinions on percutaneous left atrial appendage occlusion for stroke prevention in atrial fibrillation","year":2013,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Left atrial appendage occlusion; Stroke (engine); Percutaneous; Occlusion; Cardiology; Internal medicine; Randomized controlled trial; Surgery; Warfarin","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":[0.002813821,0.0008483241,0.001673591,0.002870801,0.0003986377,0.001869595,0.001649382,0.002746109,0.01171644],"category_scores_gemma":[0.006200396,0.0003385192,0.001282224,0.002781633,0.0005335786,0.00209748,0.0005678377,0.003129068,0.005201629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008173255,"about_ca_system_score_gemma":0.001646117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446813,"about_ca_topic_score_gemma":0.003639243,"domain_scores_codex":[0.9985769,0.0003360046,0.0004069383,0.0001144025,0.0004932851,0.00007238934],"domain_scores_gemma":[0.9920505,0.004406647,0.0007553785,0.0001125603,0.002229636,0.0004454422],"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":[0.0001118588,0.0001096151,0.0005237874,0.008499562,0.0001156703,0.0005185839,0.0001009186,0.0001678195,0.0004186532,0.001061864,0.3907849,0.5975868],"study_design_scores_gemma":[0.00005055176,0.0001039666,0.001709713,0.00795018,0.0002834536,0.002524435,0.00009568589,0.0001124648,0.0001288667,0.0009689656,0.9860437,0.00002802826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004510851,0.9552456,0.0006991568,0.01988983,0.01560804,0.00003529824,0.0002201602,0.00004087527,0.007809971],"genre_scores_gemma":[0.002240332,0.9596925,0.002325116,0.01068306,0.02101592,0.00006095861,0.0003937079,0.00001360998,0.003574697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01171644,"threshold_uncertainty_score":0.03919542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512188576670934,"score_gpt":0.3618366076644691,"score_spread":0.3167147218977597,"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."}}