{"id":"W1981951973","doi":"10.1007/s00467-014-2877-5","title":"Vascular access for chronic hemodialysis in children: arteriovenous fistula or central venous catheter?","year":2014,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Centre de recherche du CHU Sainte-Justine","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Central venous catheter; Nephrology; Catheter; Dialysis; Fistula; Vascular access; End stage renal disease; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004949305,0.0003285548,0.0004906223,0.0007352431,0.0007331413,0.001036987,0.0004370887,0.002633306,0.00695778],"category_scores_gemma":[0.00367759,0.0001378756,0.0004363881,0.0009155993,0.001156763,0.001596207,0.0004130597,0.001775174,0.0005284973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006326733,"about_ca_system_score_gemma":0.001840158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004316368,"about_ca_topic_score_gemma":0.007917874,"domain_scores_codex":[0.9994463,0.00009612239,0.00007897076,0.00005754506,0.0001093209,0.0002115955],"domain_scores_gemma":[0.9986436,0.0004069981,0.0004233586,0.00001942442,0.000142874,0.0003638736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003550027,0.0003678092,0.7068582,0.001067073,0.00013214,0.09054935,0.001131974,0.0004885668,0.001487243,0.01788733,0.05057088,0.1291045],"study_design_scores_gemma":[0.0001152575,0.0005106438,0.3175771,0.004676467,0.0002452233,0.5841948,0.009974488,0.001182608,0.001221125,0.008546314,0.07165567,0.0001003026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6206604,0.1267179,0.006465513,0.1493769,0.007046134,0.0000805228,0.0008157519,0.0001574594,0.08867957],"genre_scores_gemma":[0.9534662,0.03137187,0.002285379,0.005096376,0.005613477,0.0000257966,0.0002043621,0.00002716222,0.001909462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00695778,"threshold_uncertainty_score":0.02327603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239332962103813,"score_gpt":0.3249742711452691,"score_spread":0.302580941524231,"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."}}