{"id":"W4233723591","doi":"10.1016/j.jvs.2016.08.001","title":"Reply","year":2016,"lang":"en","type":"letter","venue":"Journal of Vascular Surgery","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Dialysis; Presentation (obstetrics); Perioperative; Surgery; Fistula; Ischemia; Prospective cohort study; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003412056,0.0009349536,0.001640667,0.001027386,0.005590317,0.007263348,0.002439331,0.07868701,0.01503022],"category_scores_gemma":[0.03467169,0.001062604,0.001563301,0.0007806018,0.003243991,0.004035758,0.003659785,0.04630537,0.01274423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005071099,"about_ca_system_score_gemma":0.006220803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006671519,"about_ca_topic_score_gemma":0.009706468,"domain_scores_codex":[0.9960904,0.0007285324,0.0004626256,0.0005529838,0.001123704,0.001041767],"domain_scores_gemma":[0.9908884,0.003359441,0.001125848,0.0003304363,0.002108942,0.00218699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000287245,0.00001312386,0.0006240052,0.00004194308,0.00001732019,0.00182633,0.0002076376,0.00003598523,0.00009253805,0.001500063,0.9925822,0.003030065],"study_design_scores_gemma":[0.00006478737,0.00004093117,0.001383725,0.0003594042,0.00004810211,0.002806863,0.001019102,0.0001926874,0.0001955863,0.005561057,0.9882402,0.00008744549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003848338,0.001051364,0.00005647354,0.9516248,0.0434076,0.00001229298,0.00004815719,0.00002636399,0.003388189],"genre_scores_gemma":[0.002128249,0.0004878497,0.00006039309,0.9645609,0.02232073,0.00002243842,0.00002014706,0.00001610741,0.01038315],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9849698,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463113744442281,"score_gpt":0.2575931762862831,"score_spread":0.2329620388418603,"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."}}