{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005790801,0.00009188784,0.0002295311,0.00009474112,0.0001340573,0.00001851001,0.0000657318,0.0000597771,0.00003385749],"category_scores_gemma":[0.00005504968,0.00007046422,0.00004383817,0.00003247051,0.00005352102,0.00005418992,0.00001634746,0.00005547821,0.00002180434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001983109,"about_ca_system_score_gemma":0.00003354155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009089128,"about_ca_topic_score_gemma":0.000008405959,"domain_scores_codex":[0.9994588,0.00001833787,0.0001286252,0.0001944647,0.00005499928,0.0001448014],"domain_scores_gemma":[0.9994553,0.00008373959,0.0000871087,0.0002891453,0.00001587815,0.0000688841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002227704,0.00113095,0.9817141,0.000005044735,0.00004212521,0.000008880103,0.00002018532,0.000001651065,0.000001910721,0.0001927183,0.0001638465,0.01669633],"study_design_scores_gemma":[0.002160382,0.0004605778,0.9964715,0.000001225055,0.00007705978,0.00004532784,0.000003808102,0.000005017968,0.000009954534,0.0003603614,0.000344586,0.00006025966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993944,0.003344126,0.00001386004,0.00093641,0.00003756896,0.0005646518,0.00001437566,0.000024935,0.001120018],"genre_scores_gemma":[0.9912745,0.00782308,0.0001037869,0.0002127438,0.0002681999,0.0001905754,0.00003907635,0.000009375351,0.00007860653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01663607,"threshold_uncertainty_score":0.2873448,"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."}}