{"id":"W2610750446","doi":"10.5301/jva.5000710","title":"Advanced age is not a barrier to creating a functional arteriovenous fistula: a retrospective study","year":2017,"lang":"en","type":"article","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of British Columbia","funders":"","keywords":"Medicine; Retrospective cohort study; Arteriovenous fistula; Fistula; Hemodialysis; Cohort; Diabetes mellitus; Single Center; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002112221,0.00018297,0.0005776699,0.0001144851,0.003249594,0.0001500522,0.001013607,0.00007411721,0.0005915795],"category_scores_gemma":[0.0005787701,0.000115993,0.0003714091,0.0001209904,0.00005687795,0.0004361537,0.0003874582,0.0007174087,0.00004610622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002840785,"about_ca_system_score_gemma":0.0001939424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004995327,"about_ca_topic_score_gemma":0.000497523,"domain_scores_codex":[0.9976088,0.0004136502,0.0006562654,0.000196211,0.0006983773,0.000426626],"domain_scores_gemma":[0.9973388,0.0001487851,0.0009699443,0.000834478,0.0004925332,0.0002154556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005208639,0.002673965,0.6647086,0.0001926379,0.005112101,0.0005214742,0.2843588,0.001063121,0.01044167,0.0001440313,0.008770336,0.01680463],"study_design_scores_gemma":[0.002521734,0.0006278948,0.9873681,0.0001839813,0.0005221054,0.00001611496,0.005530225,0.00004813769,0.000104488,0.0002993499,0.002602253,0.0001755867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942082,0.00009568199,0.001644292,0.001166162,0.0006655381,0.0008545617,0.0000174013,0.00001225301,0.001335892],"genre_scores_gemma":[0.9969909,0.00007252493,0.0001379721,0.001395361,0.0007235561,0.00002755249,8.248238e-7,0.00002835542,0.0006229909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3226595,"threshold_uncertainty_score":0.9980481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06383946740180788,"score_gpt":0.3973240627971824,"score_spread":0.3334845953953746,"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."}}