{"id":"W4293842877","doi":"10.1016/j.jacep.2022.06.012","title":"Incidence and Predictors of Early Death in Patients Undergoing Percutaneous Left Atrial Appendage Closure","year":2022,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fédération Française de Cardiologie; Boston Scientific Corporation","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Incidence (geometry); Heart failure; Percutaneous; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0003680283,0.0001385395,0.0006291683,0.0001362398,0.00008778029,0.00000524045,0.0001172727,0.0001199226,0.0001869373],"category_scores_gemma":[0.0007543473,0.0001251744,0.0002282976,0.0001772194,0.00009538876,0.0000525186,0.0002540746,0.0004460363,0.000006540474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006996146,"about_ca_system_score_gemma":0.0001260054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005326518,"about_ca_topic_score_gemma":0.00001822679,"domain_scores_codex":[0.9979534,0.0003786623,0.0007626091,0.0003696741,0.0002568177,0.0002789026],"domain_scores_gemma":[0.9985122,0.0009052477,0.0002501524,0.0002075916,0.00004568494,0.00007911884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00337169,0.00003668076,0.9943834,0.00002614332,0.00009452577,0.00003089216,0.00006671673,0.0000899446,0.0008295033,0.000436129,0.00006100988,0.0005733645],"study_design_scores_gemma":[0.002789639,0.007258828,0.9883721,0.00001047717,0.0000973376,0.00001278771,0.00002206199,0.0001241867,0.0000116024,0.000728317,0.0004666515,0.0001060372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985437,0.00009703008,0.000007245867,0.0003042912,0.0004017738,0.0004659164,0.000006321996,0.00002964509,0.0001441063],"genre_scores_gemma":[0.998746,0.0001805197,0.0001337028,0.0002432489,0.0004299444,4.092865e-7,0.00004266509,0.00001735378,0.0002061505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007222147,"threshold_uncertainty_score":0.5104465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439085830515637,"score_gpt":0.3389878836783958,"score_spread":0.3045970253732394,"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."}}