{"id":"W2238915239","doi":"10.1177/112972980300400202","title":"Native Arterio-Venous Fistula for Hemodialysis: What to Expect Early after Creation?","year":2003,"lang":"en","type":"article","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Hemodialysis; Lumen (anatomy); Dialysis; Vascular access; Fistula; Arteriovenous fistula; Surgery; Vein; Radial artery; Blood flow; Hemodialysis access; Artery; Radiology","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":[0.002015065,0.0004000631,0.001156249,0.0006703684,0.000996546,0.002180864,0.0008903785,0.003862195,0.00436878],"category_scores_gemma":[0.01357489,0.0001839974,0.001057495,0.0007004988,0.0005714856,0.00470381,0.0003754241,0.00259272,0.001290395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004616371,"about_ca_system_score_gemma":0.001367563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015102,"about_ca_topic_score_gemma":0.001892549,"domain_scores_codex":[0.9990478,0.0002501465,0.0001950337,0.0001115754,0.0002155847,0.0001798653],"domain_scores_gemma":[0.9920902,0.003065637,0.001336908,0.0001777862,0.001130258,0.002199184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002798996,0.002853964,0.4594692,0.003515737,0.0003524423,0.02416843,0.0009863281,0.0004938538,0.00126196,0.002027964,0.07433399,0.4277372],"study_design_scores_gemma":[0.001560082,0.007647577,0.6094364,0.02422435,0.002102533,0.1452267,0.02922185,0.003993262,0.003063482,0.04177213,0.130936,0.0008156796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4080114,0.2102066,0.006905955,0.3441689,0.01508165,0.0003698796,0.00121226,0.000314673,0.01372865],"genre_scores_gemma":[0.8047305,0.102309,0.008402927,0.04332944,0.03499717,0.0003116856,0.00139003,0.00008907119,0.004440136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00436878,"threshold_uncertainty_score":0.01461506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03685937181053904,"score_gpt":0.3761560473176081,"score_spread":0.339296675507069,"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."}}