{"id":"W4229013658","doi":"10.1093/ndt/gfac080.002","title":"MO765: Should We have to Create  A Proximal Fistula  in First Instance for Patients ≥75 Years Old?","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney disease; Arteriovenous fistula; Population; Fistula; Dialysis; Nephrology; Renal function; Surgery; Internal medicine","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":[0.00120917,0.000232507,0.0006905773,0.0006493537,0.001105675,0.001733845,0.0005225968,0.001179637,0.0112357],"category_scores_gemma":[0.005986325,0.0001542207,0.0008360206,0.0007778077,0.000388467,0.002109104,0.0007830603,0.001747142,0.001487849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008797747,"about_ca_system_score_gemma":0.002206638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005832836,"about_ca_topic_score_gemma":0.01314158,"domain_scores_codex":[0.9993804,0.0001477021,0.00008935434,0.00008253921,0.0001322531,0.0001678125],"domain_scores_gemma":[0.9976125,0.0003882791,0.0006813264,0.00004004755,0.0004352914,0.0008426374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001742222,0.00100603,0.755153,0.002635824,0.0003559249,0.001700958,0.001143834,0.0001498838,0.0003701636,0.000979115,0.04148205,0.193281],"study_design_scores_gemma":[0.0002956474,0.002057852,0.9066681,0.008545359,0.00093649,0.009293457,0.0069836,0.0004356653,0.0004193533,0.003161248,0.06104389,0.0001592472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7807421,0.1046736,0.001487441,0.0746358,0.002468435,0.0003464916,0.004890015,0.0001029458,0.03065318],"genre_scores_gemma":[0.942958,0.03186828,0.003179922,0.01400793,0.002124955,0.0003160145,0.001864996,0.00003767519,0.003642216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112357,"threshold_uncertainty_score":0.03758723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0694362630880681,"score_gpt":0.3994530398743798,"score_spread":0.3300167767863117,"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."}}