{"id":"W2908519357","doi":"10.1016/j.rec.2018.12.005","title":"Long-term Outcomes Following Left Atrial Appendage Closure: Gaining Perspective on Non-pharmacological Stroke Prevention in Atrial Fibrillation","year":2019,"lang":"en","type":"editorial","venue":"Revista Española de Cardiología (English Edition)","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Contraindication; Atrial fibrillation; Stroke (engine); Cardiology; Internal medicine; Atrial Appendage; Cohort; Surgery; Sinus rhythm","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002971017,0.001083873,0.003158254,0.0009231031,0.0002892129,0.000354256,0.0003948158,0.002190678,0.0002802892],"category_scores_gemma":[0.009567863,0.001015865,0.005045787,0.0004565436,0.0001173874,0.000559931,0.0002587006,0.00217067,0.0001726764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003006923,"about_ca_system_score_gemma":0.0009212549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001647804,"about_ca_topic_score_gemma":0.000006326607,"domain_scores_codex":[0.9926771,0.001163293,0.001659076,0.001623709,0.00185193,0.001024918],"domain_scores_gemma":[0.9933808,0.003783899,0.001035541,0.0007727313,0.000728307,0.000298675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00273672,0.00001845671,0.7702797,0.0004791561,0.003098272,0.0003881519,0.0003338916,0.001569972,0.00003565508,0.0004415255,0.2201165,0.0005019602],"study_design_scores_gemma":[0.02921662,0.002390332,0.4984567,0.002561418,0.008569125,0.00001703327,0.0006763555,0.0001710851,0.00002609477,0.0002101992,0.4553467,0.002358302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1460521,0.001576149,0.0008382697,0.0006410526,0.8391532,0.006076402,0.0005813882,0.0005282835,0.004553161],"genre_scores_gemma":[0.3006471,0.0006979175,0.0001383156,0.00005086813,0.6911176,0.000005066623,0.004661161,0.0001380382,0.002543899],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.271823,"threshold_uncertainty_score":0.9992292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069291327304723,"score_gpt":0.3575542370013463,"score_spread":0.3268613237282991,"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."}}