{"id":"W7162708739","doi":"","title":"The Role of prEoperative ultraSonography on patenCy of native arteriovenoUs accEss: RESCUE Study (in press)","year":2023,"lang":"en","type":"article","venue":"Institutional Research Information System (Università degli Studi di Trento)","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arteriovenous fistula; Hemodialysis; Kidney disease; Ultrasound; Physical examination; Fistula; Doppler ultrasound; Renal replacement therapy; Incidence (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001791497,0.0004579404,0.0006084771,0.000567812,0.000216361,0.0009829894,0.0004876126,0.0007937359,0.003608901],"category_scores_gemma":[0.005739374,0.0002368506,0.001182851,0.0006931085,0.0004361737,0.001174839,0.000377434,0.000983433,0.0006371448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002212043,"about_ca_system_score_gemma":0.0006801608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493102,"about_ca_topic_score_gemma":0.001365873,"domain_scores_codex":[0.9995365,0.0001238377,0.00007075124,0.0001142949,0.00008416715,0.00007050506],"domain_scores_gemma":[0.9968924,0.001329693,0.0006904049,0.0002673955,0.000474543,0.0003455712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005760984,0.0006901445,0.93836,0.0007767949,0.0008397013,0.0009918227,0.0006328138,0.0000859435,0.0004916307,0.0002012909,0.001600644,0.04956825],"study_design_scores_gemma":[0.0003731307,0.006821063,0.9783413,0.0005356623,0.003068548,0.002914242,0.001389743,0.0008474087,0.0002632889,0.0003587668,0.005036977,0.00004967666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776187,0.01783617,0.000548016,0.0005662866,0.0002290282,0.00006563877,0.0005545755,0.00000892766,0.002572625],"genre_scores_gemma":[0.9912837,0.005676784,0.0006226848,0.0003385227,0.0004635618,0.00004675521,0.0008705934,0.00001206616,0.0006852574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003608901,"threshold_uncertainty_score":0.01207304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1233456012844478,"score_gpt":0.4095481186335795,"score_spread":0.2862025173491317,"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."}}