{"id":"W4402297832","doi":"10.1016/j.eclinm.2024.102788","title":"Safety and procedural success of daycase-based endovascular procedures in lower extremity arteries of patients with peripheral artery disease: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"EClinicalMedicine","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; HORIZON EUROPE Framework Programme; European Commission","keywords":"Medicine; Arterial disease; Meta-analysis; Peripheral; Radiology; Vascular disease; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001062231,0.000797849,0.01299157,0.0004897555,0.00002895942,0.00002095441,0.0002139088,0.000140397,0.0003400422],"category_scores_gemma":[0.0009027763,0.0004141197,0.001781067,0.001195679,0.0005503221,0.0001031903,0.0001409402,0.0003910634,0.000001795277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008049124,"about_ca_system_score_gemma":0.0004290187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008637572,"about_ca_topic_score_gemma":0.00003527472,"domain_scores_codex":[0.9941468,0.0004431843,0.003203143,0.0009855501,0.0009023696,0.0003189826],"domain_scores_gemma":[0.9968186,0.000332328,0.001124526,0.001078163,0.0002385766,0.0004078113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003385137,0.0005804587,0.002071223,0.9346276,0.06148544,0.0001736282,0.00002762496,0.000001128746,1.218761e-8,0.000005479566,0.0001298168,0.0005590637],"study_design_scores_gemma":[0.00130914,0.000312223,0.005104533,0.2020099,0.7880524,0.0000110029,0.00001041373,0.00004515447,1.229321e-8,0.000004378146,0.002836684,0.0003041687],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004793561,0.9911454,0.00002717172,0.000974327,0.00003038887,0.006885104,0.0004049734,0.00003399061,0.00001933385],"genre_scores_gemma":[0.01125942,0.9855981,0.0001191808,0.001317103,0.00003234955,0.0008799589,0.0005172021,0.00006938931,0.000207288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7326177,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03761028864608582,"score_gpt":0.3349758740386103,"score_spread":0.2973655853925246,"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."}}