{"id":"W2615098806","doi":"10.1007/s00247-017-3863-4","title":"Endovenous laser ablation therapy in children: applications and outcomes","year":2017,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children; SickKids Foundation","funders":"University College London","keywords":"Medicine; Varicose veins; Sclerotherapy; Surgery; Ablation; Varices; Klippel-Trenaunay syndrome; Laser ablation; Interventional radiology; Great saphenous vein; Venous malformation; Reflux; Neuroradiology; Varix; Radiofrequency ablation; Vein; Radiology; Soft tissue; Laser; Neurology","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":[0.0005471412,0.0001890161,0.0003932036,0.0007471314,0.0003735304,0.000535239,0.0001841686,0.0003946725,0.001351653],"category_scores_gemma":[0.003529466,0.00009419366,0.0004513038,0.001015709,0.0003758785,0.0005360732,0.0003466762,0.0005139457,0.0002063453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004981872,"about_ca_system_score_gemma":0.00053785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009749202,"about_ca_topic_score_gemma":0.001197187,"domain_scores_codex":[0.9993551,0.000139215,0.00009446861,0.00009749702,0.0002073065,0.0001064453],"domain_scores_gemma":[0.9971073,0.000691268,0.001590173,0.0000799342,0.000255779,0.0002755237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000190564,0.00008905666,0.9519062,0.0003754463,0.0001002462,0.00346176,0.0003346557,0.0002398435,0.000991168,0.0002257832,0.0006813527,0.04140397],"study_design_scores_gemma":[0.00002573911,0.0009188264,0.938473,0.0004919889,0.0001552541,0.0533419,0.00107702,0.0003870236,0.001076388,0.0001945578,0.003839019,0.00001925818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720152,0.02376704,0.0009085047,0.0002397124,0.00003979703,0.00004234513,0.0004575735,0.00001538764,0.002514611],"genre_scores_gemma":[0.9923744,0.006592107,0.0005290389,0.00007701982,0.00003307575,0.00002680981,0.000215341,0.000007680363,0.0001445711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001351653,"threshold_uncertainty_score":0.004521728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330144151215227,"score_gpt":0.2873331839170656,"score_spread":0.2740317424049133,"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."}}