{"id":"W4396737635","doi":"10.3390/medicina60050777","title":"Endovascular Transvenous versus Open Femoropopliteal Bypass","year":2024,"lang":"en","type":"article","venue":"Medicina","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; Revascularization; Vein; Endovascular treatment; Radiology; Cardiology; Aneurysm","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":[0.0005456775,0.000239511,0.0005155733,0.0002892951,0.00007232265,0.0003075375,0.0001215315,0.000270524,0.00151427],"category_scores_gemma":[0.001113952,0.00006491602,0.0003473958,0.0001790828,0.000258956,0.0003027684,0.0001912425,0.0002691287,0.0001467998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009359843,"about_ca_system_score_gemma":0.0001660193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005507073,"about_ca_topic_score_gemma":0.0001414151,"domain_scores_codex":[0.9997328,0.000110013,0.00003236705,0.00004216502,0.0000371284,0.00004546963],"domain_scores_gemma":[0.9993775,0.0003302583,0.0001107681,0.00003163112,0.00002574411,0.0001240792],"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":[0.2127111,0.00667903,0.3343949,0.002095093,0.00280609,0.002496528,0.0005072189,0.002543368,0.03410236,0.001580497,0.001141104,0.3989426],"study_design_scores_gemma":[0.0158009,0.241648,0.6780422,0.0008917273,0.003276708,0.03041347,0.001213743,0.007256253,0.01141491,0.003054966,0.006875555,0.0001115714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957208,0.003190421,0.0004946091,0.00003120167,0.00004867015,0.00001387087,0.00003832637,0.000004729122,0.000457368],"genre_scores_gemma":[0.9979441,0.001249011,0.0003941765,0.00005782208,0.0001078831,0.00002489946,0.00009192964,0.000001951004,0.000128207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151427,"threshold_uncertainty_score":0.00506568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950542108211148,"score_gpt":0.34306470913041,"score_spread":0.3035592880482985,"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."}}