{"id":"W4406521855","doi":"10.1016/j.yvas.2014.04.022","title":"10.1016/j.yvas.2014.04.022","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Revascularization; Outcome (game theory); Foot (prosody); 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008543237,0.0001485029,0.0002030965,0.00007201244,0.00004946713,0.0000259492,0.0001292911,0.00003377734,0.9992519],"category_scores_gemma":[0.0000137157,0.000134825,0.00008460269,0.000144312,0.00002653817,0.00006813551,0.00005047937,0.00007917727,0.9975913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007186434,"about_ca_system_score_gemma":0.00002783954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001704907,"about_ca_topic_score_gemma":1.202513e-7,"domain_scores_codex":[0.9989915,0.0000251862,0.0001706232,0.0002659711,0.0002574049,0.0002893023],"domain_scores_gemma":[0.9992101,0.0000115141,0.00001792955,0.0004268309,0.00002921719,0.0003044515],"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":[0.0001647527,0.0001024284,8.259562e-7,0.00001470219,0.00003403789,0.00003534119,0.000009103482,0.00002058502,0.00005762024,4.002679e-7,0.5483366,0.4512236],"study_design_scores_gemma":[0.0006515998,0.0002631955,0.000839659,0.00003049432,0.00007958908,0.00001207528,0.000001292779,0.0003052706,0.00003502348,0.000004848124,0.9976234,0.000153534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003967282,0.00006728564,8.824466e-7,0.001700729,0.000001647402,0.0003877622,0.00001063617,0.0002324428,0.9936313],"genre_scores_gemma":[0.0009289016,4.674389e-7,0.000122942,0.0006728843,0.000196642,0.00004486762,0.00003939458,0.0000307785,0.9979631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4510701,"threshold_uncertainty_score":0.5498006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005545896349935266,"score_gpt":0.189359960450088,"score_spread":0.1838140641001528,"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."}}