{"id":"W4380785466","doi":"10.1161/circ.146.suppl_1.14749","title":"Abstract 14749: Assessment for Neurocognitive Change After Catheter Ablation for Atrial Fibrillation","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Neurocognitive; Montreal Cognitive Assessment; Catheter ablation; Cardiology; Ablation; Internal medicine; Stroke (engine); Anesthesia; Cognition; Cognitive impairment; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008980835,0.0003678774,0.0004782863,0.0005419842,0.0002524003,0.0004424449,0.0003286623,0.0003296529,0.003888412],"category_scores_gemma":[0.002699905,0.00006033527,0.0002877904,0.0003670902,0.0001420948,0.0002625971,0.0002288671,0.0003919308,0.0007933027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519978,"about_ca_system_score_gemma":0.0002906282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035566,"about_ca_topic_score_gemma":0.001744485,"domain_scores_codex":[0.99961,0.0001101935,0.00006182462,0.00005667765,0.0001256669,0.0000355893],"domain_scores_gemma":[0.9982437,0.000348815,0.0007378567,0.00005907621,0.0003385931,0.0002721214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002369739,0.000748638,0.9348486,0.0001996189,0.0001991711,0.0004020294,0.0001460862,0.0001382211,0.001426445,0.00001911172,0.002613949,0.0568883],"study_design_scores_gemma":[0.0001038801,0.001926564,0.9961337,0.00002488309,0.00004174364,0.000632877,0.00002837226,0.0001549548,0.0004708124,0.00001842551,0.0004577953,0.000005992702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925057,0.00100853,0.0002639795,0.0001921056,0.00003935232,0.0002028964,0.001363318,0.00004715091,0.004376904],"genre_scores_gemma":[0.9965347,0.0004094798,0.0005488773,0.0001268726,0.00007588686,0.000197194,0.0008994533,0.000004615665,0.001202752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003888412,"threshold_uncertainty_score":0.013008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446492815752516,"score_gpt":0.3044740862486801,"score_spread":0.2700091580911549,"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."}}