{"id":"W4200199479","doi":"10.1093/icvts/ivab354","title":"Transcatheter aortic valve replacement in obese patients: procedural vascular complications with the trans-femoral and trans-carotid access routes","year":2021,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Université Laval","funders":"Fundación Alfonso Martín Escudero","keywords":"Medicine; Valve replacement; Odds ratio; Propensity score matching; Cardiology; Internal medicine; Surgery; Femoral artery; Cohort; Stroke (engine); Clinical endpoint; Stenosis; Clinical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000320879,0.0003024542,0.0007555755,0.0001291641,0.0001305639,0.0001141019,0.0000606092,0.00006216971,0.00002399715],"category_scores_gemma":[0.00006240016,0.0002045534,0.002945357,0.0003337402,0.0001359801,0.000328282,0.00003066516,0.000222389,0.00000176694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008578717,"about_ca_system_score_gemma":0.0001207832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001171947,"about_ca_topic_score_gemma":0.00002508206,"domain_scores_codex":[0.9980325,0.0003027318,0.0003054909,0.0006088087,0.0004399862,0.0003104607],"domain_scores_gemma":[0.9986363,0.0002778587,0.00005829051,0.0005329272,0.000319832,0.0001747932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006234586,0.0006748479,0.9515674,0.0003058066,0.01559687,0.00002686873,0.001346766,0.00004135792,0.00003218275,0.000004534633,0.00004360712,0.0297363],"study_design_scores_gemma":[0.001526322,0.00008241821,0.990454,0.0005110991,0.004850561,0.0001021182,0.0007953148,0.0000338125,0.0007293285,0.00002446429,0.0006382479,0.0002523469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876941,0.009177614,0.001064625,0.0006564346,0.00009241545,0.0009549111,0.0000602183,0.0000303484,0.0002692658],"genre_scores_gemma":[0.9977947,0.001097071,0.00003765336,0.0004053601,0.00004285999,0.000382826,0.0001861134,0.00003952455,0.00001389992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03888657,"threshold_uncertainty_score":0.8341448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148299060615682,"score_gpt":0.3210356095916917,"score_spread":0.2995526189855349,"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."}}