{"id":"W3194885857","doi":"10.1177/17085381211039668","title":"Outcomes of endovascular treatment of patients with intermittent claudication due to femoropopliteal disease","year":2021,"lang":"en","type":"article","venue":"Vascular","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Claudication; Critical limb ischemia; Surgery; Intermittent claudication; Revascularization; Endovascular treatment; Adverse effect; Retrospective cohort study; Odds ratio; Popliteal artery; Vascular disease; Mortality rate; Internal medicine; Arterial disease; Aneurysm; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004241567,0.0001607339,0.0004559201,0.00009284486,0.00002128674,0.000005987931,0.00006344901,0.00002059145,0.0001938799],"category_scores_gemma":[0.00003719413,0.000113844,0.0003234021,0.000202535,0.00003792709,0.00004161029,0.00005125249,0.00002310227,0.00001789424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275011,"about_ca_system_score_gemma":0.00007878336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003029862,"about_ca_topic_score_gemma":0.000007400271,"domain_scores_codex":[0.9987037,0.00005071645,0.000288903,0.0002997131,0.0004982953,0.0001586907],"domain_scores_gemma":[0.9986801,0.00001110009,0.000079789,0.0007492028,0.0002228345,0.0002569809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000337505,0.003256812,0.9662758,0.0002637564,0.001285184,0.0001699743,0.0002694991,0.00009428855,0.0002651186,0.0001154454,0.00006872409,0.02759787],"study_design_scores_gemma":[0.003694245,0.0004716181,0.9888031,0.00008545117,0.0008799895,0.00000103627,0.00006357821,0.00004232075,0.001343551,0.00001774532,0.00449163,0.0001056706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967372,0.0004152457,0.001300789,0.0005281635,0.00004683753,0.0007591895,0.00003595872,0.00002299151,0.0001535677],"genre_scores_gemma":[0.9977726,0.00004235356,0.001362902,0.0002704157,0.00001906876,0.00008982494,0.0002359837,0.00002027765,0.0001865961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02749219,"threshold_uncertainty_score":0.4642425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008775770216512907,"score_gpt":0.2380714969885906,"score_spread":0.2292957267720777,"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."}}