{"id":"W1995255092","doi":"10.1016/j.rcl.2008.02.008","title":"Venous Malformations: Classification, Development, Diagnosis, and Interventional Radiologic Management","year":2008,"lang":"en","type":"review","venue":"Radiologic Clinics of North America","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":276,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Sclerotherapy; Venous malformation; Radiology; Vascular malformation; Venous stasis; Percutaneous; Vascular disease; Work-up; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002682395,0.0004260048,0.002082109,0.0004601316,0.0001961356,0.00001314254,0.0002861544,0.0002486094,0.00008428412],"category_scores_gemma":[0.0001651202,0.0003148137,0.000806971,0.0005021584,0.000351917,0.00008849565,0.0001540738,0.0003660145,0.0001151937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329761,"about_ca_system_score_gemma":0.0002446194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001838403,"about_ca_topic_score_gemma":0.000001177033,"domain_scores_codex":[0.9969689,0.0001464108,0.001875723,0.0004481155,0.0002568578,0.0003040307],"domain_scores_gemma":[0.9975467,0.000311571,0.001291534,0.000560221,0.0001418987,0.0001481263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001061825,0.0005059126,0.003057756,0.006491802,0.000900186,0.0000329288,0.00006111817,0.00000327224,1.758157e-9,0.0001527504,0.002513081,0.9862705],"study_design_scores_gemma":[0.0003892922,0.0004561927,0.02679149,0.002509397,0.0008042975,0.0007120277,0.00003962034,0.00003516901,1.905489e-8,0.0000290216,0.9679467,0.0002867413],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009623287,0.9956693,0.00095359,0.00004837104,0.0001287076,0.001426489,0.00007765323,0.00007154842,0.0006619914],"genre_scores_gemma":[0.0003108622,0.9818045,0.01396303,0.0001134943,0.00008643786,0.0006438858,0.002872977,0.00002755824,0.0001772714],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9859838,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083472134571721,"score_gpt":0.3643097428792947,"score_spread":0.2559625294221226,"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."}}