{"id":"W4406466779","doi":"10.1016/j.yvas.2015.06.037","title":"10.1016/j.yvas.2015.06.037","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; Angioplasty; Superficial femoral artery; Femoral artery; Surgery; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004953168,0.0008912839,0.0005144697,0.001219432,0.0006763261,0.001985975,0.0007653251,0.002749584,0.802422],"category_scores_gemma":[0.001327774,0.0003233912,0.0004910036,0.0004990767,0.0006139594,0.001909938,0.0008441521,0.001499676,0.6918679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006559901,"about_ca_system_score_gemma":0.001058954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697848,"about_ca_topic_score_gemma":0.001821151,"domain_scores_codex":[0.9997471,0.00002604883,0.00002635891,0.00006155199,0.00006924918,0.00006968656],"domain_scores_gemma":[0.9992182,0.0001272809,0.0001149368,0.00003303403,0.0001487169,0.0003577285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004202544,0.0004227661,0.01189518,0.0005640534,0.00006309334,0.0009323226,0.0001038627,0.0002635084,0.0007824752,0.00350095,0.260186,0.7208655],"study_design_scores_gemma":[0.0001884442,0.0003303084,0.01437871,0.001923343,0.00009871249,0.01094913,0.0004091654,0.0005131559,0.0008085186,0.007742807,0.9626046,0.00005313522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01379009,0.03156672,0.003223385,0.02113835,0.00433167,0.0001344614,0.003480378,0.001662468,0.9206724],"genre_scores_gemma":[0.04992748,0.01553729,0.003428812,0.005338261,0.003307034,0.0001419241,0.002697738,0.0003847691,0.9192367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.197578,"threshold_uncertainty_score":0.2818211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00643492416208362,"score_gpt":0.20194011795372,"score_spread":0.1955051937916364,"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."}}