{"id":"W4406521943","doi":"10.1016/j.yvas.2014.04.038","title":"10.1016/j.yvas.2014.04.038","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; Adjunct; Anastomosis; Surgery; Vein","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":[0.0005090532,0.0008615096,0.0004711422,0.00118454,0.0006661167,0.001833781,0.0007529843,0.002696589,0.799678],"category_scores_gemma":[0.001365516,0.0003269391,0.0004855974,0.0004891584,0.0005998728,0.001869072,0.00083769,0.001551909,0.671408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006686462,"about_ca_system_score_gemma":0.00104242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948611,"about_ca_topic_score_gemma":0.00213361,"domain_scores_codex":[0.9997523,0.00002528254,0.00002546881,0.00005920788,0.00006798797,0.00006970029],"domain_scores_gemma":[0.999248,0.000127181,0.0001132032,0.00002985592,0.0001404368,0.0003413045],"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":[0.0004230854,0.0004458192,0.01343643,0.0005477674,0.00006059143,0.0008630636,0.0001109735,0.0002637003,0.0007458103,0.003774678,0.2629645,0.7163635],"study_design_scores_gemma":[0.0001867599,0.0003233801,0.0167254,0.002001241,0.00009600256,0.01082615,0.000465082,0.0004923867,0.0007851669,0.007746009,0.9602987,0.00005375732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01581439,0.03303232,0.003136734,0.0241111,0.004500229,0.0001293108,0.003725467,0.001636665,0.9139137],"genre_scores_gemma":[0.05190363,0.01598216,0.003504914,0.00551272,0.00315093,0.0001391638,0.002848071,0.0003801066,0.9165783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.200322,"threshold_uncertainty_score":0.285735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005582081951192155,"score_gpt":0.189711005435683,"score_spread":0.1841289234844909,"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."}}