{"id":"W4406432220","doi":"10.1016/j.yvas.2013.04.114","title":"10.1016/j.yvas.2013.04.114","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; Meta-analysis; Vein; Surgery; Internal medicine","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":[0.00007636541,0.0001496019,0.0002039028,0.00006906802,0.00004730357,0.0000253201,0.0001225615,0.00003585489,0.9989751],"category_scores_gemma":[0.00001274759,0.000134705,0.00008258883,0.0001631078,0.00002677875,0.00006885138,0.00004589812,0.00007659103,0.997328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006528516,"about_ca_system_score_gemma":0.00002255339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002487654,"about_ca_topic_score_gemma":2.212098e-7,"domain_scores_codex":[0.9990098,0.00002283449,0.0001704928,0.0002585767,0.0002471895,0.0002910746],"domain_scores_gemma":[0.9992158,0.00001091575,0.00001726783,0.0004128159,0.00003111063,0.0003120618],"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":[0.000158792,0.0001079806,7.995894e-7,0.00001619006,0.00003634109,0.00003577293,0.00001038576,0.00002350671,0.00005584713,4.236807e-7,0.5541744,0.4453796],"study_design_scores_gemma":[0.0006223334,0.0002561439,0.0008747647,0.00003969781,0.0000789939,0.00001143221,0.000001292294,0.0003340924,0.00002779835,0.000004747931,0.9975952,0.0001535336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00429274,0.00006923064,9.078273e-7,0.002679837,0.000001622191,0.0003901364,0.000009631087,0.0002068233,0.9923491],"genre_scores_gemma":[0.0009468694,5.521678e-7,0.0001373354,0.0006565674,0.0002017154,0.00004168725,0.00003527852,0.0000291136,0.9979509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.445226,"threshold_uncertainty_score":0.5493111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006696201784452118,"score_gpt":0.192975054537763,"score_spread":0.1862788527533109,"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."}}