{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008784923,0.0003893818,0.001068877,0.0004817801,0.0006392705,0.00003160952,0.000684992,0.000507306,0.0006292028],"category_scores_gemma":[0.0002024951,0.000334704,0.0004679691,0.000658806,0.00007586614,0.0001535945,0.0002186345,0.0006014802,0.000147429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005506427,"about_ca_system_score_gemma":0.000596842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009855971,"about_ca_topic_score_gemma":0.002011138,"domain_scores_codex":[0.9954123,0.0006396527,0.000949063,0.0007935216,0.0002430036,0.001962425],"domain_scores_gemma":[0.9977753,0.0007183491,0.0004027016,0.0007169088,0.00009842993,0.000288361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001277282,0.003352928,0.9358617,0.0008714201,0.0007092675,0.00003086497,0.007190986,0.001447738,0.0002922225,0.0005202426,0.009409085,0.03903625],"study_design_scores_gemma":[0.01331021,0.003923508,0.8803906,0.00003233984,0.002056165,0.00003599492,0.0001224933,0.00561177,0.00003008856,0.002116091,0.09092455,0.001446136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905042,0.0007166771,0.004955723,0.0006294691,0.0007405903,0.002070527,0.00008849369,0.0001273415,0.0001669685],"genre_scores_gemma":[0.989737,0.00123193,0.0003997896,0.002648775,0.004817855,0.0007040426,0.000204365,0.00008426593,0.0001719161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08151547,"threshold_uncertainty_score":0.9999105,"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."}}