{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009744649,0.0002466051,0.001063535,0.0005246689,0.00005490439,0.000030615,0.0001984551,0.0004085507,0.0003649123],"category_scores_gemma":[0.0004910629,0.0001588948,0.002780626,0.0001813517,0.00005248222,0.00008915715,0.00003664495,0.001354574,0.0001177087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082844,"about_ca_system_score_gemma":0.0007802459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004526943,"about_ca_topic_score_gemma":1.138111e-7,"domain_scores_codex":[0.9974971,0.0001102857,0.0009016453,0.0002288332,0.0009319962,0.0003300717],"domain_scores_gemma":[0.997197,0.0003217124,0.0008145425,0.0008036389,0.0007196134,0.0001434928],"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":[0.00001537968,0.0000309985,0.0005882546,0.0002378536,0.001134662,0.001596631,0.000008041362,1.939855e-7,0.0001042533,0.000004929558,0.9925697,0.003709087],"study_design_scores_gemma":[0.0003388991,0.00005285155,0.001375586,0.001226184,0.0007066206,0.009868415,0.000003364579,7.871204e-7,0.00007690252,0.0002027506,0.9859687,0.0001789276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009458376,0.009552425,0.001207899,0.986117,0.001002166,0.0001575916,0.000006661958,0.00002729091,0.0009831126],"genre_scores_gemma":[0.0006759841,0.003839906,0.0005161992,0.9701816,0.02133917,0.00001015555,0.00003577324,0.0001102294,0.00329093],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02033701,"threshold_uncertainty_score":0.6479542,"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."}}