{"id":"W4322500709","doi":"10.3390/medicina59030462","title":"Three-Year Patency Results following Endovascular Transvenous Femoropopliteal Bypass","year":2023,"lang":"en","type":"article","venue":"Medicina","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Revascularization; Surgery; Radiology; Popliteal artery; Superficial femoral artery; Prospective cohort study; Bypass operation; Femoral artery; Vein; Artery; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001097445,0.0002157667,0.000322324,0.0009030381,0.0002573217,0.0005159697,0.0001618145,0.0003124469,0.00162377],"category_scores_gemma":[0.002343717,0.00006700273,0.0006839771,0.0003576456,0.0002526799,0.0003619206,0.000270619,0.0003314338,0.0003115209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267427,"about_ca_system_score_gemma":0.0001229243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003192584,"about_ca_topic_score_gemma":0.0002838168,"domain_scores_codex":[0.9996245,0.0001049392,0.00005179231,0.00006099495,0.00007740839,0.00008025201],"domain_scores_gemma":[0.9980318,0.0006315612,0.0006769649,0.0001147597,0.0002737742,0.0002711964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003575835,0.0004479224,0.9594511,0.0001234203,0.0005845916,0.0009467265,0.0003788616,0.0005447263,0.00357118,0.00006800645,0.0002508999,0.03005677],"study_design_scores_gemma":[0.00003544498,0.003958635,0.9889127,0.00003017727,0.0003589338,0.003245345,0.0001355866,0.0004614028,0.002239478,0.00006490415,0.0005392242,0.00001817698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983937,0.0009477708,0.0002047942,0.00001163928,0.000006229566,0.000003889109,0.0001059178,0.000005734207,0.0003202757],"genre_scores_gemma":[0.9995975,0.0001207335,0.00003800823,0.000005913887,0.000006203957,0.000002989559,0.0001471237,0.000001127711,0.00008045958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00162377,"threshold_uncertainty_score":0.005803883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309993166282314,"score_gpt":0.2678498698654516,"score_spread":0.2447499382026285,"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."}}