{"id":"W2302774985","doi":"10.1093/ndt/gfw030","title":"Con: Buttonhole cannulation of arteriovenous fistulae","year":2016,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Surgery; Arteriovenous fistula; Intensive care medicine","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":[0.003003829,0.0007684997,0.001382018,0.001529881,0.0005816824,0.002212658,0.0009048252,0.001998394,0.03149616],"category_scores_gemma":[0.01389663,0.0002277389,0.002560278,0.001665115,0.001184467,0.002862524,0.001092659,0.001699445,0.004813388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009209439,"about_ca_system_score_gemma":0.001936111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465219,"about_ca_topic_score_gemma":0.003066246,"domain_scores_codex":[0.9962592,0.001786633,0.0007806736,0.0003354707,0.0007113023,0.0001267762],"domain_scores_gemma":[0.9896405,0.005709762,0.002713055,0.0002929457,0.001314367,0.0003292757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005153412,0.000122625,0.002715432,0.2160003,0.002957049,0.0003929991,0.0001417554,0.0004611339,0.001048201,0.007568291,0.1587755,0.6046633],"study_design_scores_gemma":[0.002986112,0.00102917,0.01039832,0.1307566,0.006245171,0.003602347,0.0003442634,0.0004327215,0.001514155,0.009968873,0.8326372,0.00008506625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007183474,0.897144,0.004830565,0.01518844,0.01738983,0.001015033,0.006870527,0.0003133637,0.05006483],"genre_scores_gemma":[0.1068991,0.7968434,0.01208824,0.03217785,0.02012726,0.001869238,0.006352316,0.0002753266,0.0233673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03149616,"threshold_uncertainty_score":0.1053652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04458143572722988,"score_gpt":0.3678576486869634,"score_spread":0.3232762129597335,"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."}}