{"id":"W2129075423","doi":"10.1148/radiographics.21.6.g01nv031519","title":"Soft-Tissue Venous Malformations in Adult Patients: Imaging and Therapeutic Issues","year":2001,"lang":"en","type":"article","venue":"Radiographics","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":275,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Sclerotherapy; Radiology; Magnetic resonance imaging; Soft tissue; Modality (human–computer interaction)","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":[],"consensus_categories":[],"category_scores_codex":[0.000110827,0.0001127443,0.0001834321,0.0005302397,0.0001117208,0.00003132519,0.00004822987,0.00005294014,0.00002727865],"category_scores_gemma":[0.00002365414,0.0001023137,0.00007021255,0.0006753372,0.00006595995,0.0001787821,0.00001598319,0.0001311419,0.00001152659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002246434,"about_ca_system_score_gemma":0.00001564222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001002674,"about_ca_topic_score_gemma":0.00005640956,"domain_scores_codex":[0.9992301,0.00001971168,0.0002365114,0.0001245134,0.0001732743,0.0002158903],"domain_scores_gemma":[0.9995377,0.00001809524,0.00004578357,0.0002025664,0.0001191818,0.00007669424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002914244,0.000463174,0.9209225,0.0001087244,0.00007256451,0.00003665842,0.002813326,0.00001192072,0.00005553156,0.004390457,0.0003627359,0.07073327],"study_design_scores_gemma":[0.002935321,0.0002445767,0.926834,0.0001796304,0.0001557089,0.0003329431,0.00101292,0.005837719,0.00005017301,0.001107798,0.06103813,0.0002710904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893834,0.005547795,0.0009583696,0.002218874,0.00006803066,0.0003948651,0.000005399261,0.00007641689,0.001346825],"genre_scores_gemma":[0.9956357,0.00262919,0.0008664863,0.0006638946,0.00005046427,0.00002219917,0.00005286558,0.00001652773,0.00006266384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07046217,"threshold_uncertainty_score":0.417223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008587383744938892,"score_gpt":0.257681590947104,"score_spread":0.2490942072021651,"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."}}