{"id":"W4321368770","doi":"10.1016/j.hrthm.2023.02.016","title":"Early mortality after inpatient versus outpatient catheter ablation in patients with atrial fibrillation","year":2023,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Vancouver General Hospital; Université de Montréal; BC Innovation Council","funders":"","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Cardiology; Ablation; Internal medicine; Cardiac Ablation; Emergency medicine","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":[0.0005976919,0.0002560499,0.0006916582,0.0004168768,0.0003661854,0.001017704,0.0003494757,0.0007948538,0.002167528],"category_scores_gemma":[0.003726156,0.0002253106,0.001090476,0.0004645466,0.0002402435,0.0007865262,0.0005720766,0.001113361,0.0001772048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004633744,"about_ca_system_score_gemma":0.0004435361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853193,"about_ca_topic_score_gemma":0.004402603,"domain_scores_codex":[0.9994824,0.0001427445,0.00004468494,0.00009088385,0.00006451554,0.0001747939],"domain_scores_gemma":[0.9981489,0.0006725567,0.0006126245,0.00008048777,0.00008998709,0.0003954684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006279954,0.0004014357,0.981264,0.00009675638,0.0004580826,0.0002311634,0.0002115334,0.0002075906,0.0003370528,0.0001486548,0.0007216349,0.009642191],"study_design_scores_gemma":[0.0001362259,0.0008706666,0.9970023,0.00004337689,0.000206704,0.0002561491,0.0005474702,0.0004621166,0.00006551369,0.0002154262,0.0001784446,0.00001560905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979284,0.0007951857,0.00005090356,0.0001802495,0.00004626736,0.000004950499,0.000163428,0.000002708232,0.0008278636],"genre_scores_gemma":[0.9989436,0.000262803,0.00004079749,0.00009075382,0.0001201738,0.000007089445,0.0003237466,0.000002385139,0.0002086179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002167528,"threshold_uncertainty_score":0.007251084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04357251374634494,"score_gpt":0.3090699840955783,"score_spread":0.2654974703492334,"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."}}