{"id":"W2766395760","doi":"10.1016/j.jacc.2017.10.056","title":"Long-Term Results With Left Atrial Appendage Closure","year":2017,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Appendage; Term (time); Closure (psychology); Cardiology; Atrial Appendage; Internal medicine; Atrial fibrillation; Anatomy","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":[0.001410719,0.0002291245,0.0009242337,0.0004233657,0.001210837,0.001727427,0.0006607569,0.004767637,0.003875523],"category_scores_gemma":[0.009292823,0.0001155853,0.001364743,0.0004989861,0.0008714654,0.001435272,0.0005259417,0.004870199,0.001194781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463207,"about_ca_system_score_gemma":0.0009866628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008032834,"about_ca_topic_score_gemma":0.003408623,"domain_scores_codex":[0.9985274,0.0003391934,0.0002667365,0.00013516,0.0004146389,0.0003168408],"domain_scores_gemma":[0.9945624,0.002330191,0.0006101188,0.0002695147,0.0005670329,0.001660726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004573215,0.002154157,0.2866992,0.0007090281,0.001425104,0.2293507,0.00141585,0.001441889,0.002880547,0.01070198,0.2124951,0.2461533],"study_design_scores_gemma":[0.001980616,0.006641547,0.4465542,0.002780842,0.001927652,0.3370382,0.003625584,0.002808363,0.001684503,0.03801779,0.156589,0.0003517971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2210013,0.03992083,0.001549709,0.6439707,0.0260257,0.00006128377,0.001054661,0.0001149037,0.06630101],"genre_scores_gemma":[0.794422,0.01186885,0.0009688484,0.130185,0.050743,0.00005935827,0.00147939,0.00005173732,0.01022175],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004767637,"threshold_uncertainty_score":0.0129649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507653485632159,"score_gpt":0.3170033961807198,"score_spread":0.2819268613243981,"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."}}