{"id":"W2895885890","doi":"10.1002/ccd.27885","title":"TAVR and SAVR in ESRD: Just because we can doesn't necessarily mean that we should","year":2018,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; End stage renal disease; Hemodialysis; Complication; Disease; Emergency medicine; Cardiology; Home hemodialysis; Intensive care medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009837899,0.0006066646,0.001306999,0.0006589752,0.0007971298,0.0001500552,0.0003504347,0.001289162,0.0009089654],"category_scores_gemma":[0.00006614469,0.0005576582,0.001917598,0.0003258352,0.0002828062,0.0001997193,0.0003555238,0.001812173,0.00006481227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424439,"about_ca_system_score_gemma":0.0001373142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119359,"about_ca_topic_score_gemma":0.002061501,"domain_scores_codex":[0.9952828,0.00119309,0.001016564,0.001063777,0.0005845439,0.0008592337],"domain_scores_gemma":[0.9979488,0.0001311946,0.000381368,0.001118916,0.000201411,0.000218341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006754714,0.0003878935,0.01082242,0.009836567,0.005890965,0.0003404829,0.0426104,0.00002178551,0.00009512661,0.0003405513,0.8985785,0.03100779],"study_design_scores_gemma":[0.001619295,0.0001432448,0.002267206,0.003326896,0.002114536,0.00003140092,0.002344846,0.00008617203,0.00001796877,0.0006726133,0.9865391,0.0008367526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04261435,0.06684633,0.02262817,0.8418517,0.008248444,0.008501884,0.003663248,0.000809707,0.004836184],"genre_scores_gemma":[0.3853643,0.09929759,0.001180551,0.4353176,0.01539847,0.003171866,0.01275109,0.001259695,0.04625881],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4065341,"threshold_uncertainty_score":0.9996875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1525371195245684,"score_gpt":0.3676650453615241,"score_spread":0.2151279258369557,"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."}}