{"id":"W4211050411","doi":"10.1177/15385744211068648","title":"SUPERA Stenting in the Common Femoral Artery: Early Experience and Practical Considerations","year":2022,"lang":"en","type":"article","venue":"Vascular and Endovascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Ottawa Hospital; University of Ottawa; University of Toronto","funders":"","keywords":"Medicine; Femoral artery; Radiology; Surgery","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":[0.001084014,0.0001484821,0.0003324592,0.0001354426,0.0004089583,0.0001232584,0.00003146273,0.000024881,0.0001798149],"category_scores_gemma":[0.0001244981,0.0001188592,0.0002121386,0.0002160185,0.000105582,0.0001936945,0.0001568119,0.0002656647,0.000003147364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003235263,"about_ca_system_score_gemma":0.00004656817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002420957,"about_ca_topic_score_gemma":0.00002574244,"domain_scores_codex":[0.9981343,0.0004606108,0.0002781419,0.0003349393,0.0005024806,0.000289564],"domain_scores_gemma":[0.9991994,0.0002522604,0.00003480134,0.0003899942,0.0000184481,0.0001050953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008114595,0.000597853,0.9781525,0.0001328439,0.0004497734,0.005547524,0.007506926,0.00005804452,0.0004702341,0.001261219,0.001577624,0.004164321],"study_design_scores_gemma":[0.001190663,0.00007521293,0.9768952,0.00003408862,0.0002313969,0.002037809,0.00499304,0.001144075,0.000027299,0.0002225947,0.01290653,0.0002421437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955761,0.001162332,0.00007138511,0.0024176,0.0000855821,0.0004389651,0.000003667294,0.00003489056,0.000209438],"genre_scores_gemma":[0.9969851,0.0001540691,0.0001886285,0.002314667,0.00004551549,0.0002564889,0.00002491403,0.00001545621,0.00001519695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132891,"threshold_uncertainty_score":0.4846937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058848010795984,"score_gpt":0.2762515578160709,"score_spread":0.2356630777081111,"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."}}