{"id":"W4406521916","doi":"10.1016/j.yvas.2015.06.033","title":"10.1016/j.yvas.2015.06.033","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; Vein; Critical limb ischemia; Saphenous vein graft; Surgery; Ischemia; Great saphenous vein; Lower limb; Cardiology; Artery; Vascular disease; Arterial disease","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":[0.00008084092,0.0001484594,0.0002035123,0.00006912157,0.00004582563,0.00002538141,0.0001212258,0.00003599019,0.9986403],"category_scores_gemma":[0.00001369323,0.0001341189,0.00008032964,0.0001651181,0.00002652571,0.00006934426,0.0000457241,0.00007680585,0.9976727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006979472,"about_ca_system_score_gemma":0.00002577111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001341382,"about_ca_topic_score_gemma":9.642798e-8,"domain_scores_codex":[0.9990087,0.00002249256,0.000170274,0.0002560389,0.0002535987,0.0002889503],"domain_scores_gemma":[0.9992092,0.00001080433,0.00001729615,0.0004120591,0.0000323216,0.0003183161],"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":[0.0001336621,0.0001148952,0.000001159437,0.00001606813,0.00004029886,0.00003904192,0.00001124637,0.00002152583,0.00006711282,4.559977e-7,0.6286085,0.370946],"study_design_scores_gemma":[0.0006331365,0.0002249923,0.0009979061,0.00003916221,0.00008267696,0.00001186306,0.000001346845,0.0003019252,0.00002710904,0.000003931594,0.9975231,0.0001528695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003017023,0.00007533213,9.801819e-7,0.002309299,0.000001311307,0.000383419,0.00001070274,0.0002070557,0.9939949],"genre_scores_gemma":[0.00116941,3.692228e-7,0.0001224708,0.0006217181,0.0002076978,0.00003960835,0.00004762983,0.00002895933,0.9977621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3707932,"threshold_uncertainty_score":0.5469208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005989083729618582,"score_gpt":0.199427367236766,"score_spread":0.1934382835071474,"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."}}