{"id":"W4406521920","doi":"10.1016/j.yvas.2013.04.109","title":"10.1016/j.yvas.2013.04.109","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; Ultrasound; Radiology; Surgery","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":[0.00007356314,0.0001510215,0.000204369,0.00006999734,0.00004789138,0.00002560376,0.0001238042,0.00003641197,0.9989743],"category_scores_gemma":[0.00001167984,0.0001361593,0.00008350208,0.0001639285,0.00002674819,0.0000700153,0.00004585791,0.00007764406,0.9970875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006701972,"about_ca_system_score_gemma":0.00002296777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002453933,"about_ca_topic_score_gemma":2.254806e-7,"domain_scores_codex":[0.9990039,0.00002251682,0.0001713234,0.0002607448,0.0002485081,0.0002929578],"domain_scores_gemma":[0.9992147,0.00001067163,0.00001735672,0.0004149286,0.0000282846,0.0003140606],"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":[0.000156589,0.000105331,7.811037e-7,0.00001621769,0.00003551838,0.00003605505,0.00001121733,0.00002289429,0.00005430611,4.116577e-7,0.5455331,0.4540276],"study_design_scores_gemma":[0.0006252376,0.0002612437,0.0008119178,0.00004023858,0.00007988121,0.00001125622,0.000001459873,0.0003057164,0.00002953927,0.00000482199,0.9976732,0.0001555502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004299703,0.00007458292,8.088008e-7,0.002401561,0.000001596138,0.0003956074,0.000009817257,0.0002091276,0.9926072],"genre_scores_gemma":[0.0009489919,5.565214e-7,0.0001397486,0.0006506839,0.0002004849,0.00004129372,0.0000362394,0.00002914309,0.9979529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4538721,"threshold_uncertainty_score":0.5552417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006974049605883334,"score_gpt":0.1950229381103397,"score_spread":0.1880488885044564,"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."}}