{"id":"W4386813005","doi":"10.1016/j.cjco.2023.09.009","title":"Readmissions After Left Atrial Appendage Closure in Patients With Previous Ischemic Stroke or Transient Ischemic Attack","year":2023,"lang":"en","type":"article","venue":"CJC Open","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Stroke (engine); Atrial fibrillation; Internal medicine; Diabetes mellitus; Heart failure; Cardiology; Incidence (geometry); Thromboembolic stroke; Ischemic stroke; Vascular disease; Emergency medicine; Ischemia","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":[0.000466093,0.0002184265,0.0003461957,0.0008354576,0.0003265955,0.0005737446,0.0003254827,0.0003993644,0.001370638],"category_scores_gemma":[0.003502625,0.0001647104,0.000617411,0.0007031055,0.0001756233,0.0005020318,0.0004605036,0.0006751418,0.0001742611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004459058,"about_ca_system_score_gemma":0.0004560937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005188925,"about_ca_topic_score_gemma":0.009425875,"domain_scores_codex":[0.999461,0.0001126099,0.0001117958,0.00007336884,0.000121868,0.0001193512],"domain_scores_gemma":[0.9969581,0.0003183615,0.002020724,0.0000757602,0.000195328,0.0004316128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003460242,0.00002125968,0.9990606,0.00001072684,0.00003351671,0.00006357473,0.00002512633,0.00001992591,0.00001973829,0.000005813687,0.0001008114,0.000604403],"study_design_scores_gemma":[0.000005642493,0.00005605167,0.9992236,0.0000139083,0.00001931757,0.000325288,0.0001091454,0.0001279114,0.00001808438,0.00001297823,0.00008554916,0.000002571216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982674,0.0006007956,0.00003966011,0.0001437237,0.0000179792,0.000009593987,0.0004456381,0.000005015031,0.0004702177],"genre_scores_gemma":[0.9991744,0.0002153568,0.00003565279,0.00004363621,0.00003330964,0.000007692044,0.0004224049,9.676822e-7,0.00006644145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005188925,"threshold_uncertainty_score":0.01031744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04902013052819368,"score_gpt":0.3423749199153915,"score_spread":0.2933547893871978,"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."}}