{"id":"W4320916208","doi":"10.1503/cjs.020221","title":"Feasibility of patchless proximal profundoplasty and common femoral endarterectomy","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System","funders":"","keywords":"Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000981285,0.0003167998,0.000245516,0.000652148,0.0003176036,0.0005686352,0.0004489425,0.0004950376,0.002714472],"category_scores_gemma":[0.004862449,0.0002389334,0.0004161891,0.0002648404,0.0004952793,0.0007775423,0.0005801766,0.0004816461,0.0003601882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438907,"about_ca_system_score_gemma":0.0004378335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004535232,"about_ca_topic_score_gemma":0.0005418791,"domain_scores_codex":[0.9993278,0.000149558,0.00008202429,0.0001564717,0.0001628274,0.0001212767],"domain_scores_gemma":[0.9965492,0.001201823,0.001213521,0.0003397957,0.0002495721,0.0004460187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006347257,0.0001129695,0.9750392,0.00005092079,0.00003131911,0.005100145,0.00008812347,0.0001469465,0.002839684,0.0000602697,0.000105158,0.01579051],"study_design_scores_gemma":[0.00006526084,0.00246487,0.8959984,0.00003973087,0.00005911183,0.09750253,0.0003487146,0.00103391,0.00165891,0.0001238203,0.0006819286,0.00002270681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985057,0.0002648019,0.0005441684,0.0000429937,0.000009345264,0.00001400544,0.00004335877,0.000007465858,0.0005681746],"genre_scores_gemma":[0.9992502,0.000107604,0.0004238072,0.00001785181,0.00003780876,0.000009485865,0.00009087253,0.000002741144,0.000059591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002714472,"threshold_uncertainty_score":0.009080827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08159685259866133,"score_gpt":0.2946183957061907,"score_spread":0.2130215431075294,"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."}}