{"id":"W3010034170","doi":"10.1177/1538574420908091","title":"A Comparison of Endovascular Versus Open Repair of Popliteal Artery Aneurysms: An Updated Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"Vascular and Endovascular Surgery","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Confidence interval; Odds ratio; Randomized controlled trial; Amputation; Surgery; Relative risk; Popliteal artery; Retrospective cohort study; Hazard ratio; Grading scale; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.002352744,0.001197068,0.01753028,0.001379909,0.0001842647,0.0001098371,0.0009062862,0.0006475096,0.0005781329],"category_scores_gemma":[0.0003140373,0.0009591857,0.03049668,0.003591023,0.0002764476,0.0003049838,0.0006836224,0.000769082,0.00001729084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000724832,"about_ca_system_score_gemma":0.0007968986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005791456,"about_ca_topic_score_gemma":0.00006698025,"domain_scores_codex":[0.9915439,0.001399066,0.003079162,0.001918466,0.001389555,0.0006698782],"domain_scores_gemma":[0.9930839,0.0004855361,0.001357858,0.003921908,0.0004500207,0.0007007848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001642905,0.00140434,0.0004281491,0.01536868,0.8901541,0.0002094405,0.0002001609,0.00004711795,0.000008339834,0.0002795608,0.001068998,0.09066678],"study_design_scores_gemma":[0.000876086,0.000200396,0.0001921319,0.0003086722,0.5474176,0.0002766704,0.00008869947,0.0002228905,0.0000193303,0.00001012519,0.449807,0.000580318],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003598178,0.9957924,0.0006587702,0.00004365438,0.000119256,0.002421413,0.0002165202,0.0001704297,0.0002177571],"genre_scores_gemma":[0.004016623,0.98873,0.002004332,0.0000695176,0.0001243158,0.0005086272,0.004309789,0.0002026748,0.00003411247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.448738,"threshold_uncertainty_score":0.9992859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2315168029976802,"score_gpt":0.4038562567219187,"score_spread":0.1723394537242385,"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."}}