{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002211269,0.0001132659,0.0002115101,0.0002216318,0.00004790121,0.00001002414,0.00006608533,0.00002920412,0.0001350809],"category_scores_gemma":[0.001661639,0.0001023151,0.0001288545,0.0004205213,0.00002661897,0.00007592408,0.0001583361,0.00007847784,0.0002733585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000798571,"about_ca_system_score_gemma":0.0001607552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009530661,"about_ca_topic_score_gemma":0.000004324456,"domain_scores_codex":[0.9988702,0.00009155149,0.0002773055,0.0002087513,0.0003398667,0.0002123593],"domain_scores_gemma":[0.9993377,0.0001687175,0.0001014409,0.00019808,0.00003432993,0.0001597311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003302287,0.00001355629,0.9956565,0.000327068,0.00002103117,0.00005281233,0.0001037256,0.0008789717,0.0001156604,0.0002456257,0.001917882,0.0003369066],"study_design_scores_gemma":[0.003841245,0.0002382996,0.9821646,0.000251297,0.00009890887,2.860582e-7,0.00001746792,0.004612221,0.00003693517,0.00007209484,0.008566888,0.00009974404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952639,0.00009593029,0.00009418665,0.00221383,0.0005798943,0.0007842983,0.00001081059,0.0001187331,0.0008383864],"genre_scores_gemma":[0.9959158,0.00008310047,0.00004399382,0.00008034972,0.0004116632,1.051526e-7,0.0001552588,0.00002620394,0.003283523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01349192,"threshold_uncertainty_score":0.417229,"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."}}