{"id":"W3124426012","doi":"10.1177/1129729820985626","title":"PATENCY-2 trial of vonapanitase to promote radiocephalic fistula use for hemodialysis and secondary patency","year":2021,"lang":"en","type":"article","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hemodialysis; Fistula; Arteriovenous fistula; Surgery; Placebo; Clinical endpoint; Randomized controlled trial; Dialysis","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":[0.002040194,0.0009756971,0.001446885,0.0002920055,0.000306496,0.0006329203,0.0004887536,0.001446619,0.005795157],"category_scores_gemma":[0.002127393,0.0004598728,0.001428766,0.0002393904,0.0005994433,0.000468598,0.0002670853,0.001980298,0.0005875506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003615147,"about_ca_system_score_gemma":0.0008044358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004764409,"about_ca_topic_score_gemma":0.0006876214,"domain_scores_codex":[0.9993,0.0004442487,0.00004482702,0.0000906424,0.00004472948,0.00007562544],"domain_scores_gemma":[0.9984468,0.0006611001,0.0004403234,0.00008493439,0.0000841935,0.0002828353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9770491,0.006875837,0.0009219358,0.0004229666,0.0006473076,0.00003642868,0.00003152002,0.0001556007,0.00282938,0.00008875903,0.0003879126,0.01055324],"study_design_scores_gemma":[0.8945163,0.10136,0.002292757,0.00003149728,0.000356194,0.00003549575,0.000009471823,0.0001911643,0.0006891565,0.00005298104,0.0004578228,0.000007190295],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991268,0.004160115,0.0005112827,0.0003709607,0.0002892323,0.001784289,0.0005013092,0.00004728089,0.001067404],"genre_scores_gemma":[0.9903019,0.002099541,0.001157196,0.0004558775,0.0004221398,0.003152936,0.0005205664,0.00001137065,0.001878459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005795157,"threshold_uncertainty_score":0.01938671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06942359323750166,"score_gpt":0.3680092882274954,"score_spread":0.2985856949899938,"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."}}