{"id":"W3041675011","doi":"10.5114/aic.2020.96075","title":"Adverse outcomes in anticoagulated patients undergoing percutaneous left atrial appendage ligation","year":2020,"lang":"en","type":"article","venue":"Advances in Interventional Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous; Atrial fibrillation; Adverse effect; Interventional cardiology; Appendage; Ligation; Cardiology; Internal medicine; Anatomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001568275,0.0001473139,0.0005211378,0.0001789496,0.00002958958,0.000006064769,0.0000791764,0.00009379123,0.0001573432],"category_scores_gemma":[0.000665853,0.0001386726,0.0004320796,0.0001717601,0.00005436314,0.0002452118,0.00008106627,0.0001601561,0.00006089058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138156,"about_ca_system_score_gemma":0.00002636989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008339836,"about_ca_topic_score_gemma":0.00007701784,"domain_scores_codex":[0.9985763,0.00013079,0.0005799815,0.0003038716,0.0002051631,0.0002038621],"domain_scores_gemma":[0.9994257,0.0002332802,0.000129664,0.0000995037,0.00005436994,0.00005748012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000495563,0.000008381914,0.986903,0.00008369522,0.00008327475,0.0001144276,0.00008027197,0.01073494,0.00005461517,0.0007062067,0.00003026618,0.0007053876],"study_design_scores_gemma":[0.003974214,0.0005455721,0.9892998,0.0001054506,0.00006578726,0.00002924147,0.0001615858,0.0007336775,0.00001510187,0.001202109,0.00370504,0.0001624531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940076,0.0004432331,0.0007879523,0.00193618,0.0009125351,0.0004868812,0.00001087985,0.00005094813,0.001363795],"genre_scores_gemma":[0.9986489,0.0001422537,0.0002812868,0.0002094206,0.0003296577,4.509024e-7,0.0002093808,0.00001373463,0.0001649097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01000126,"threshold_uncertainty_score":0.5654906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03805993822279361,"score_gpt":0.3416689068595684,"score_spread":0.3036089686367747,"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."}}