{"id":"W4406387628","doi":"10.1016/j.yvas.2016.06.157","title":"10.1016/j.yvas.2016.06.157","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":"Electrical conduit; Medicine; Vein; Surgery; Mechanical engineering; Engineering","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":[0.0005106474,0.0009426237,0.0005306782,0.001369221,0.0007238808,0.002193922,0.0008189388,0.002822764,0.8186059],"category_scores_gemma":[0.001355751,0.0003378308,0.0005489693,0.0006059163,0.0006499887,0.002011539,0.000980663,0.001518441,0.7336777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006534278,"about_ca_system_score_gemma":0.001114953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001679225,"about_ca_topic_score_gemma":0.001915737,"domain_scores_codex":[0.9997342,0.00002817175,0.00003066703,0.00006492353,0.00007179291,0.00007025955],"domain_scores_gemma":[0.9992486,0.0001280822,0.0001132025,0.00003764859,0.0001456822,0.0003268782],"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":[0.0003445306,0.0003574903,0.009137727,0.0005751068,0.00005644646,0.0008628265,0.00009590216,0.0002115657,0.0005638144,0.002940294,0.2728886,0.7119657],"study_design_scores_gemma":[0.0001599596,0.0002627696,0.01066489,0.001924401,0.00008970098,0.009798518,0.000348601,0.0003819634,0.0005981562,0.00635778,0.9693701,0.00004308434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009689202,0.03082629,0.002556474,0.01630347,0.004135776,0.0001308987,0.003360633,0.001478303,0.931519],"genre_scores_gemma":[0.03751214,0.01638076,0.002926023,0.004765315,0.003375632,0.0001465514,0.002594625,0.0004026396,0.9318964],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1813941,"threshold_uncertainty_score":0.2587366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005888954981254167,"score_gpt":0.1890501758744366,"score_spread":0.1831612208931824,"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."}}