{"id":"W4296767552","doi":"10.1016/j.jvs.2022.07.025","title":"Retropubic Femoral–Femoral Bypasses have Superior Outcomes Compared to Grafts Tunneled Subcutaneously","year":2022,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Surgery; Perioperative; Claudication; Revascularization; Critical limb ischemia; Aortoiliac occlusive disease; Femoral artery; Retrospective cohort study; Thrombosis; Univariate analysis; Vascular disease; Internal medicine; Arterial disease; Multivariate analysis","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":[0.0006245325,0.0002588802,0.0003800026,0.000366564,0.000272846,0.0006153147,0.000149702,0.0002543222,0.006762813],"category_scores_gemma":[0.001616495,0.00007990828,0.000552995,0.0004659473,0.0002784544,0.0005294383,0.0002354643,0.0006457942,0.0008467283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962597,"about_ca_system_score_gemma":0.0002560506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003069575,"about_ca_topic_score_gemma":0.0009323459,"domain_scores_codex":[0.9997653,0.00005809663,0.00003675645,0.00002926502,0.00005944396,0.00005110856],"domain_scores_gemma":[0.998615,0.0004872833,0.0004578888,0.0001230803,0.00009551412,0.0002212937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01694101,0.002211203,0.2911816,0.001826735,0.001693628,0.001428414,0.0003781973,0.001239419,0.02963727,0.001646097,0.002709948,0.6491066],"study_design_scores_gemma":[0.001254542,0.02414103,0.9387398,0.0006370126,0.001205032,0.0141023,0.0006261864,0.001414627,0.009114117,0.001432426,0.007253637,0.00007920404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860705,0.006552111,0.001948262,0.0002637205,0.0002435839,0.00003417283,0.0002490088,0.0000520922,0.004586593],"genre_scores_gemma":[0.9951314,0.001918781,0.001166558,0.0002130215,0.0001321731,0.00001167166,0.0003370674,0.00002940991,0.001060001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006762813,"threshold_uncertainty_score":0.02262384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945555773307766,"score_gpt":0.2770830226512501,"score_spread":0.2476274649181724,"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."}}