{"id":"W4406387633","doi":"10.1016/j.yvas.2016.06.154","title":"10.1016/j.yvas.2016.06.154","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; Limb ischemia; Critical limb ischemia; Stent; Ischemia; Durability; Surgery; Cardiology; Arterial disease; Vascular disease; Composite material","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":[0.00007853816,0.0001505238,0.0002045836,0.00006981088,0.00004795456,0.00002529635,0.0001246144,0.00003624775,0.9987692],"category_scores_gemma":[0.00001579133,0.0001334926,0.00008419272,0.0001601309,0.00002717559,0.00006959899,0.00004664217,0.00007585558,0.9980586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006981059,"about_ca_system_score_gemma":0.00003128823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001251076,"about_ca_topic_score_gemma":8.164206e-8,"domain_scores_codex":[0.9990052,0.00002293355,0.0001733121,0.0002608777,0.0002434808,0.0002942198],"domain_scores_gemma":[0.9992115,0.00001159327,0.0000176005,0.0004146514,0.00003111028,0.0003135559],"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":[0.0001347677,0.0001095627,8.589067e-7,0.00001643057,0.00003755894,0.00003651666,0.00001056059,0.00001828541,0.00007005633,3.639702e-7,0.5716038,0.4279613],"study_design_scores_gemma":[0.0006473088,0.0002262389,0.0007471343,0.00005337767,0.00008009122,0.00001089453,0.000001292346,0.0002126439,0.00003138125,0.000004982544,0.9978299,0.0001547413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003005268,0.00007130855,0.000001173429,0.001701378,0.000001263965,0.0003966144,0.00001064013,0.0002061436,0.9946062],"genre_scores_gemma":[0.0007432355,4.967149e-7,0.0001240912,0.0006448581,0.0002085853,0.00004175206,0.00004293876,0.00002936861,0.9981647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4278065,"threshold_uncertainty_score":0.544367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005903858701573783,"score_gpt":0.189159928619958,"score_spread":0.1832560699183842,"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."}}