{"id":"W3126396702","doi":"10.1007/s00247-020-04930-8","title":"Intra-abdominal lymphatic malformation management in light of the updated International Society for the Study of Vascular Anomalies classification","year":2021,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Sclerotherapy; Vascular anomaly; Lymphatic system; Surgery; Vascular malformation; Lymphangioma; Radiology; Pathology","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":[0.001149296,0.0005107406,0.0005877003,0.003433168,0.000645533,0.001540066,0.000575507,0.0006317057,0.002197544],"category_scores_gemma":[0.003301613,0.000137626,0.0007275993,0.001568218,0.0007953687,0.001728164,0.0008880753,0.002599224,0.0005877315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009280745,"about_ca_system_score_gemma":0.002525267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697937,"about_ca_topic_score_gemma":0.005655908,"domain_scores_codex":[0.9990849,0.0001694794,0.0001945648,0.00008389966,0.0003234023,0.0001436957],"domain_scores_gemma":[0.9982392,0.000240419,0.0003444774,0.00006902002,0.0008070228,0.0002997836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000228165,0.0001587733,0.2446756,0.0009294818,0.0001529312,0.01534666,0.0007140905,0.002135635,0.006299955,0.02181047,0.1501744,0.5573739],"study_design_scores_gemma":[0.00006335725,0.0002202543,0.1976686,0.003682259,0.0005236678,0.1905288,0.002829866,0.005103187,0.004338386,0.02936651,0.5654491,0.0002260481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2191037,0.4056138,0.08023226,0.11838,0.02103231,0.000594914,0.004649974,0.001138878,0.1492542],"genre_scores_gemma":[0.5907456,0.230398,0.1234715,0.01344574,0.01318049,0.0004246903,0.007626305,0.000487512,0.02022013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003697937,"threshold_uncertainty_score":0.007352829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565633371939167,"score_gpt":0.262010254061146,"score_spread":0.2463539203417544,"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."}}