{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002303163,0.00017432,0.0007497635,0.0001567932,0.0004378513,0.00004604565,0.000427921,0.0001224391,0.0002140966],"category_scores_gemma":[0.000669809,0.0001144467,0.00055053,0.0003695395,0.00004880809,0.0003399689,0.0001892511,0.000406265,0.000003237212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007828703,"about_ca_system_score_gemma":0.0005146704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002146229,"about_ca_topic_score_gemma":0.0001365705,"domain_scores_codex":[0.9972864,0.0007289677,0.001024718,0.0001803585,0.0004001147,0.0003794344],"domain_scores_gemma":[0.997267,0.0005772768,0.0006890533,0.000445753,0.0007983973,0.0002225295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1363554,0.01030893,0.05083926,0.007605792,0.02191723,0.0006024515,0.1629087,0.001614101,0.1059485,0.001410424,0.04776693,0.4527224],"study_design_scores_gemma":[0.4159294,0.01167325,0.2005585,0.00433068,0.03113121,0.0005130842,0.01713551,0.002107679,0.04707303,0.01910611,0.2467772,0.003664332],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934331,0.001420724,0.002382167,0.001082004,0.0005024344,0.001022474,0.0001044365,0.000006953167,0.00004568552],"genre_scores_gemma":[0.9948446,0.002348009,0.001287424,0.0006911866,0.0005808487,0.00003402817,0.00002327086,0.00003761564,0.0001530296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.449058,"threshold_uncertainty_score":0.4667001,"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."}}