{"id":"W4406538731","doi":"10.1016/j.yvas.2016.06.132","title":"10.1016/j.yvas.2016.06.132","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; Critical limb ischemia; Limb ischemia; Free flap; Surgery; Ischemia; Cardiology; 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":[0.00007864763,0.0001505473,0.0002046568,0.00007026661,0.00004812302,0.00002620248,0.0001260994,0.00003609984,0.9987006],"category_scores_gemma":[0.00001590043,0.0001334278,0.00008419115,0.0001622023,0.00002737381,0.00007178562,0.00004787907,0.00007551767,0.9979537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007059795,"about_ca_system_score_gemma":0.00003120623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001360879,"about_ca_topic_score_gemma":8.569396e-8,"domain_scores_codex":[0.9990031,0.00002291488,0.0001740823,0.0002615013,0.0002441293,0.0002942611],"domain_scores_gemma":[0.9992103,0.00001156814,0.00001764536,0.0004153036,0.00003118277,0.000314],"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":[0.0001354444,0.0001092787,8.653777e-7,0.00001620079,0.00003748695,0.00003647007,0.00001028518,0.00001484445,0.00007122177,4.481978e-7,0.5761185,0.4234489],"study_design_scores_gemma":[0.0006478349,0.0002212508,0.0008835202,0.00005272688,0.00008007159,0.00001082892,0.000001218335,0.0002225206,0.00003259425,0.000005195077,0.9976875,0.0001547349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00332175,0.00006929917,9.91155e-7,0.001729746,0.00000127635,0.0004003986,0.00001061259,0.000208639,0.9942573],"genre_scores_gemma":[0.0007299305,4.841044e-7,0.0001378253,0.0006489734,0.0002052696,0.00004215758,0.00004326211,0.00002940234,0.9981627],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4232942,"threshold_uncertainty_score":0.5441028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006426157564654318,"score_gpt":0.19216562833371,"score_spread":0.1857394707690557,"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."}}