{"id":"W4406387480","doi":"10.1016/j.yvas.2014.04.132","title":"10.1016/j.yvas.2014.04.132","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Electrical conduit; Great saphenous vein; Vein; Angiography; Radiology; Computed tomography angiography; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008059183,0.0001489663,0.0002037366,0.00007001039,0.00004682933,0.00002653566,0.0001255819,0.00003559382,0.9991008],"category_scores_gemma":[0.00001387903,0.0001340727,0.00008378423,0.000139461,0.00002681155,0.00006860885,0.000046828,0.00007627632,0.9978769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006867577,"about_ca_system_score_gemma":0.00002478699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001583956,"about_ca_topic_score_gemma":1.28062e-7,"domain_scores_codex":[0.999006,0.00002332039,0.0001702174,0.0002639506,0.0002478053,0.0002887356],"domain_scores_gemma":[0.9992095,0.00001139758,0.00001745399,0.0004224814,0.00003025292,0.0003089623],"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":[0.0001630979,0.0001019815,9.987342e-7,0.00001557269,0.0000349592,0.00003569917,0.000008963781,0.00001901217,0.00005518752,4.357755e-7,0.5725232,0.4270409],"study_design_scores_gemma":[0.0006484177,0.0002507923,0.001026677,0.00003595875,0.00008051948,0.00001149219,0.000001172039,0.0002610362,0.00003290861,0.000005088336,0.9974934,0.0001525576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003159618,0.00006746851,9.731081e-7,0.001780713,0.000001618576,0.0003806211,0.000009750646,0.0002257857,0.9943734],"genre_scores_gemma":[0.0008874816,4.869341e-7,0.000142245,0.0006747163,0.0002014447,0.00003989008,0.00003562423,0.00002970486,0.9979884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4268884,"threshold_uncertainty_score":0.5467326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006050578872347093,"score_gpt":0.1922607823177167,"score_spread":0.1862102034453696,"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."}}