{"id":"W4387966097","doi":"10.1093/europace/euad315","title":"Prognostic value of chronic kidney disease in patients undergoing left atrial appendage occlusion","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Kidney disease; Atrial fibrillation; Left atrial appendage occlusion; Internal medicine; Cardiology; Renal function; Clinical endpoint; Incidence (geometry); Stage (stratigraphy); CHA2DS2–VASc score; Warfarin; Randomized controlled trial; Ischemic stroke; 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":[0.0005688198,0.0001953136,0.0003161743,0.0006036659,0.0003768945,0.000514213,0.0002192371,0.0005665049,0.001294562],"category_scores_gemma":[0.002669591,0.0001119162,0.0003948825,0.0007109569,0.0002560553,0.0003911216,0.0003873745,0.0005761302,0.0001481455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197139,"about_ca_system_score_gemma":0.0003461503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001623929,"about_ca_topic_score_gemma":0.002639587,"domain_scores_codex":[0.9996675,0.00008271141,0.00005341208,0.00006212405,0.00007598964,0.00005828717],"domain_scores_gemma":[0.9981202,0.0003595064,0.0009466169,0.00005634476,0.0001511196,0.0003660646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132169,0.00001220672,0.9990884,0.000007351483,0.0000202277,0.00003645933,0.000008511798,0.00002851219,0.00005843881,0.000005454511,0.00002714745,0.0005940788],"study_design_scores_gemma":[0.000008754115,0.00008238539,0.9991859,0.000007521738,0.00003016697,0.0003372414,0.00002770429,0.0001915092,0.00002506675,0.0000200023,0.00008047985,0.000003192065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981264,0.000985611,0.00007632055,0.0001074182,0.00001136321,0.000007532575,0.0002554877,0.000003263787,0.0004264396],"genre_scores_gemma":[0.9995222,0.0001248449,0.00005594152,0.00001846403,0.00001938446,0.000003910779,0.000212754,5.157167e-7,0.00004196912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001623929,"threshold_uncertainty_score":0.004330695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395015420797109,"score_gpt":0.2984929513426971,"score_spread":0.274542797134726,"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."}}