{"id":"W2043674609","doi":"10.1016/j.jvs.2009.09.060","title":"Open versus endovascular repair of popliteal artery aneurysms","year":2009,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Calgary","funders":"","keywords":"Medicine; Asymptomatic; Popliteal artery; Surgery; Percutaneous; Gold standard (test); Stenosis; Aneurysm; Artery; Diabetes mellitus; Radiology","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":[0.002677364,0.00039624,0.001671368,0.0007806006,0.0002708515,0.001166707,0.0005408525,0.0007294021,0.005807202],"category_scores_gemma":[0.009665746,0.0003224002,0.001166335,0.0005604808,0.001134102,0.001840021,0.0005705231,0.0009418332,0.0006065467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000314174,"about_ca_system_score_gemma":0.0003814581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000294748,"about_ca_topic_score_gemma":0.001005298,"domain_scores_codex":[0.9985411,0.0006357568,0.0001798217,0.0001216224,0.0002305625,0.0002910614],"domain_scores_gemma":[0.9902863,0.008013042,0.0006921515,0.0003131814,0.0001694119,0.0005259515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4697385,0.009013874,0.05388652,0.004564246,0.00294598,0.003037916,0.001577489,0.003896179,0.01546755,0.002160622,0.002077196,0.431634],"study_design_scores_gemma":[0.04209719,0.2496934,0.6062953,0.00211012,0.01202772,0.02650975,0.00470402,0.01184495,0.01408477,0.01428042,0.01580102,0.0005513681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989781,0.006172055,0.001070883,0.0002350683,0.0003749926,0.00002711454,0.0001064595,0.00001802281,0.002214451],"genre_scores_gemma":[0.995314,0.002545664,0.0006318059,0.0001531984,0.0005629648,0.00002230682,0.00008949716,0.00001287926,0.0006676631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005807202,"threshold_uncertainty_score":0.019427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837472984147649,"score_gpt":0.2988541791462703,"score_spread":0.2604794493047938,"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."}}