{"id":"W4400571490","doi":"10.1007/s10140-024-02266-6","title":"Complications of pediatric macrocystic lymphatic malformations of the head and neck: a survival analysis of treated and untreated patients","year":2024,"lang":"en","type":"article","venue":"Emergency Radiology","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Head and neck; Lymphatic system; Overall survival; Radiology; General surgery; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007243351,0.00007831603,0.0003278353,0.0004090031,0.00005032351,0.000001393199,0.0000483819,0.00005082953,0.00006147204],"category_scores_gemma":[0.00004947441,0.00005363312,0.0001250052,0.001218978,0.00007829058,0.00004117296,0.00002584129,0.00003285998,0.000001291451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001215634,"about_ca_system_score_gemma":0.0000364836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009302015,"about_ca_topic_score_gemma":0.0000523602,"domain_scores_codex":[0.9991893,0.00004768109,0.0004837135,0.0001037635,0.00008626303,0.00008933965],"domain_scores_gemma":[0.9994777,0.00005529472,0.0001240223,0.0002057532,0.0001019394,0.00003527019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001774254,0.0001674132,0.9934295,0.0005266776,0.001517332,4.699186e-7,0.001404739,0.0000747544,0.000515765,0.00148602,0.0001741087,0.0006855016],"study_design_scores_gemma":[0.0004820246,0.00009563936,0.984413,0.00002389597,0.002899547,0.000008168297,0.00004760239,0.01178643,0.00008068876,0.00004801671,0.00007269725,0.00004224301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961579,0.002742807,0.0002424231,0.00008825057,0.00007265287,0.0002310003,0.00006295983,0.00001546422,0.0003865753],"genre_scores_gemma":[0.9991221,0.0005188529,0.0001251885,0.000003894308,0.00001030641,0.00001216448,0.0001387626,0.000005444198,0.00006332729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171168,"threshold_uncertainty_score":0.2187095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535444218400323,"score_gpt":0.2768668654136757,"score_spread":0.2615124232296725,"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."}}