{"id":"W2524497011","doi":"10.21037/jtd.2016.08.99","title":"Percutaneous left atrial appendage closure: here to stay","year":2016,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Appendage; Percutaneous; Closure (psychology); Cardiology; Atrial Appendage; Internal medicine; Atrial fibrillation; Surgery; Anatomy; Law","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":[0.00168609,0.0009131713,0.001501845,0.001085197,0.002472637,0.003534841,0.001749582,0.01358406,0.01767794],"category_scores_gemma":[0.009229083,0.0003793645,0.001209438,0.0007113988,0.002395426,0.01118088,0.001813619,0.02385785,0.009864674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002428698,"about_ca_system_score_gemma":0.002236758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008475811,"about_ca_topic_score_gemma":0.001772038,"domain_scores_codex":[0.9980622,0.0004200834,0.0003124686,0.0003238047,0.0006968529,0.0001846276],"domain_scores_gemma":[0.9951018,0.002062602,0.0003656183,0.0002526878,0.000892339,0.001324974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001532817,0.0002892745,0.001871026,0.001115056,0.00005817408,0.04028102,0.0002938871,0.0003557163,0.001004354,0.01071223,0.7097738,0.2340923],"study_design_scores_gemma":[0.0001575915,0.0003123342,0.00250066,0.005199227,0.00008662947,0.1161329,0.00152346,0.0009913443,0.0003838355,0.04842107,0.8241402,0.0001507627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009978077,0.04694776,0.001316807,0.89041,0.05117241,0.00003494422,0.00007706619,0.0001280557,0.008915157],"genre_scores_gemma":[0.01435029,0.1037591,0.003362284,0.4795388,0.3869582,0.00008226374,0.0001856781,0.00006090082,0.01170247],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01767794,"threshold_uncertainty_score":0.0591386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04416742577702788,"score_gpt":0.3683977362815483,"score_spread":0.3242303105045204,"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."}}