{"id":"W3152604625","doi":"10.1177/0268355521999559","title":"The Symptoms-Varices-Pathophysiology classification of pelvic venous disorders: A report of the American Vein &amp; Lymphatic Society International Working Group on Pelvic Venous Disorders","year":2021,"lang":"en","type":"article","venue":"Phlebology The Journal of Venous Disease","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Varices; Radiology; Interventional radiology; Vein; Lymphatic system; General surgery; Surgery; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003022702,0.00120321,0.0008978624,0.007035201,0.0009018587,0.001526873,0.00114309,0.0008500892,0.005012253],"category_scores_gemma":[0.00578627,0.0002614916,0.001630685,0.006098455,0.0009763747,0.001389703,0.001764003,0.001653082,0.001330286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116479,"about_ca_system_score_gemma":0.004600335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007684563,"about_ca_topic_score_gemma":0.008168544,"domain_scores_codex":[0.9980248,0.0003889089,0.0005439196,0.0001413628,0.0006818043,0.0002191392],"domain_scores_gemma":[0.9962074,0.0005890624,0.001292278,0.0000960046,0.001323596,0.0004916708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003765735,0.0003547161,0.5818959,0.002297562,0.0004878656,0.002204558,0.001323133,0.001789473,0.003053894,0.006689272,0.192976,0.206551],"study_design_scores_gemma":[0.0002336001,0.0004261311,0.7221491,0.006412189,0.0006600784,0.0123857,0.004103522,0.002383392,0.001889619,0.004042952,0.2451444,0.000169275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3898988,0.2450228,0.04245522,0.06627651,0.02524294,0.01337869,0.06265235,0.0008024478,0.1542702],"genre_scores_gemma":[0.6413322,0.1172406,0.08232845,0.006348426,0.005210796,0.00654845,0.1058263,0.0002881734,0.03487659],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007684563,"threshold_uncertainty_score":0.01676762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470032356626214,"score_gpt":0.2839501753781157,"score_spread":0.2692498518118536,"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."}}