{"id":"W2952984661","doi":"10.1093/ndt/gfz103.sp581","title":"SP581VONAPANITASE PIVOTAL TRIAL TO INCREASES FISTULA USE FOR HEMODIALYSIS AND SECONDARY PATENCY","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Fistula; Hemodialysis access; Surgery; Internal medicine; Intensive care medicine; Vascular access","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001672203,0.001114927,0.001573681,0.0002527478,0.0002800849,0.00107673,0.0005661632,0.001396518,0.01114178],"category_scores_gemma":[0.001646786,0.0003189332,0.001590459,0.0002652209,0.0004242342,0.0004943887,0.0002783691,0.002421336,0.001101828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005745238,"about_ca_system_score_gemma":0.001113997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005337758,"about_ca_topic_score_gemma":0.001280171,"domain_scores_codex":[0.9995463,0.0002265768,0.00003151823,0.00007982784,0.00005270941,0.00006293497],"domain_scores_gemma":[0.9992537,0.0002099205,0.000206448,0.00004522186,0.00009965261,0.0001850212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9466865,0.004100429,0.001519795,0.002332266,0.001559803,0.00008522587,0.00006931457,0.0003063375,0.00403279,0.0004796729,0.005454983,0.03337285],"study_design_scores_gemma":[0.9271716,0.06195791,0.004191321,0.000186779,0.0007447861,0.0001039246,0.00002775798,0.0002351091,0.0006848798,0.0002861126,0.00439611,0.00001388415],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421774,0.021047,0.001129644,0.0036402,0.00182917,0.007315883,0.006775597,0.0002576163,0.01582755],"genre_scores_gemma":[0.9599719,0.008053378,0.00196627,0.003356565,0.001205424,0.008171651,0.00628334,0.0000367293,0.01095478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01114178,"threshold_uncertainty_score":0.03727293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942746439739211,"score_gpt":0.3125422939200176,"score_spread":0.2831148295226255,"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."}}