{"id":"W4389943853","doi":"10.1111/echo.15728","title":"Impact of arteriovenous fistula on flow states in the evaluation of aortic stenosis among ESKD patients on dialysis","year":2023,"lang":"en","type":"article","venue":"Echocardiography","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Arteriovenous fistula; Cardiology; Hemodialysis; Stenosis; Dialysis; Internal medicine; Hemodynamics; Kidney disease; Cohort; End stage renal disease; Surgery","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":[0.0009048566,0.0001944885,0.0003488686,0.000748514,0.0003111998,0.0007951463,0.000208445,0.0003811019,0.0008455749],"category_scores_gemma":[0.00317683,0.0001314756,0.0003185421,0.0006992849,0.0003080713,0.0004807094,0.0003686374,0.0004289575,0.0001041726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613826,"about_ca_system_score_gemma":0.0002610808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138865,"about_ca_topic_score_gemma":0.001930021,"domain_scores_codex":[0.9994048,0.0002063001,0.00009181536,0.0001071044,0.0001057517,0.00008410735],"domain_scores_gemma":[0.9977421,0.0006658429,0.0009454176,0.00006534515,0.0001809715,0.0004002917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005898825,0.00001065369,0.9994065,0.000003158156,0.000009889339,0.00003450593,0.00002173835,0.00001275145,0.00006366993,0.000003210136,0.00001147624,0.0003635697],"study_design_scores_gemma":[0.000003456698,0.0000954056,0.9992685,0.000004383478,0.00001191036,0.0002473326,0.00009897356,0.0001546977,0.00006336562,0.00001077865,0.00003904363,0.000002076906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996661,0.00008742455,0.00002738599,0.00001850131,0.000002324286,0.000002356115,0.00006355408,7.737714e-7,0.0001315311],"genre_scores_gemma":[0.9998488,0.00002956686,0.00003541313,0.000008361728,0.000006758533,0.000002059407,0.00005038349,3.192287e-7,0.00001820964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00138865,"threshold_uncertainty_score":0.004785419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04360924938193848,"score_gpt":0.3678309934387831,"score_spread":0.3242217440568446,"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."}}