{"id":"W4377984162","doi":"10.1093/europace/euad122.213","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Kidney disease; Atrial fibrillation; Renal function; Internal medicine; Cardiology; Stroke (engine); Stage (stratigraphy); Incidence (geometry); Left atrial appendage occlusion; Clinical endpoint; Warfarin; Randomized controlled trial","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":[0.000656906,0.0001493707,0.0002746701,0.0007907565,0.0002872657,0.0005295289,0.0002529293,0.0004392999,0.001767889],"category_scores_gemma":[0.00370211,0.00008563272,0.0003359096,0.0007558207,0.0002149199,0.0003312404,0.000384522,0.0004934011,0.0001331644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217823,"about_ca_system_score_gemma":0.0004127389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346693,"about_ca_topic_score_gemma":0.002702718,"domain_scores_codex":[0.9996349,0.0001049359,0.00005638195,0.00006348189,0.00007586696,0.00006439438],"domain_scores_gemma":[0.9971234,0.0005520585,0.001351149,0.00006616376,0.0002709539,0.0006362601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008964439,0.000008758268,0.9991491,0.000007247197,0.00001463607,0.000026567,0.000006014271,0.00001999821,0.00002989396,0.000006268039,0.00005078156,0.000591303],"study_design_scores_gemma":[0.000008240363,0.00007032909,0.9993351,0.000008938126,0.00002940212,0.0002212221,0.00002668139,0.0001755599,0.00002015689,0.0000202347,0.00008136041,0.000002697399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972672,0.001224996,0.00008340841,0.0001834293,0.00001908847,0.00001024982,0.0004865089,0.000003655307,0.0007213577],"genre_scores_gemma":[0.9994799,0.0001260923,0.00004634504,0.0000185585,0.00002234908,0.000004866977,0.0002418634,4.984036e-7,0.00005941639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002346693,"threshold_uncertainty_score":0.005914211,"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."}}