{"id":"W4300981554","doi":"10.23736/s0392-9590.22.04937-9","title":"Long term clinical and functional venous outcomes after endovascular transvenous femoro-popliteal bypass","year":2022,"lang":"en","type":"article","venue":"International Angiology","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Popliteal artery; Surgery; Femoral artery; Femoral vein; Prospective cohort study; Vein; Occlusion; Plethysmograph; Ultrasound; Radiology; Cardiology","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":[0.0009876672,0.0002065696,0.0004032545,0.0005317793,0.0003225115,0.0007869603,0.0002454818,0.0003966313,0.001215193],"category_scores_gemma":[0.002662134,0.00009477073,0.0004082634,0.0004864054,0.0003440336,0.0005909148,0.0004623911,0.0005032046,0.000165274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000280708,"about_ca_system_score_gemma":0.0002249807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006807882,"about_ca_topic_score_gemma":0.0008591384,"domain_scores_codex":[0.9995393,0.0001474906,0.00003789757,0.00006461835,0.00008022305,0.0001305772],"domain_scores_gemma":[0.9978247,0.0003522335,0.0009472622,0.000084687,0.0002320631,0.0005590027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002268928,0.0004160894,0.9873811,0.00005670825,0.0002194852,0.0006973919,0.0001826467,0.000184294,0.0005891899,0.00003774577,0.0001664837,0.007799899],"study_design_scores_gemma":[0.00003091668,0.001925997,0.9965847,0.00001837545,0.00009832067,0.0007470272,0.0001563471,0.0001309285,0.00009643746,0.00004758074,0.0001545038,0.000008762005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991347,0.0004022166,0.00005600496,0.00002241321,0.000006516076,0.000005467415,0.00009542541,0.00000197446,0.0002752772],"genre_scores_gemma":[0.9995434,0.00009231189,0.00001782358,0.00001257638,0.00001507486,0.000006072532,0.0002243858,7.997046e-7,0.00008748738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001215193,"threshold_uncertainty_score":0.005223334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293580703535732,"score_gpt":0.3008019412568418,"score_spread":0.2778661342214845,"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."}}