{"id":"W2031805673","doi":"10.1097/00001665-200607000-00041","title":"Management of Cystic Hygromas","year":2006,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Cystic hygroma; Surgery; Lymphangioma; Lymphatic system; Conservative management; Complication; Pregnancy; Pathology; Fetus","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":[0.0004797262,0.00007361501,0.0003681383,0.0002384532,0.00003306139,0.0000080818,0.00004281711,0.00004278441,0.0001594919],"category_scores_gemma":[0.00002295936,0.00005884516,0.0004396364,0.0001983865,0.0000316807,0.0001092085,0.00001195365,0.00007850973,0.00001246054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000319712,"about_ca_system_score_gemma":0.00005689983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001199842,"about_ca_topic_score_gemma":6.381076e-7,"domain_scores_codex":[0.9987918,0.00001893599,0.0006388694,0.00004587224,0.0003803266,0.0001242385],"domain_scores_gemma":[0.9992895,0.00003837771,0.0003223334,0.000106396,0.0001832766,0.00006008836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002254811,0.004608972,0.7015524,0.005116627,0.003801249,0.01086109,0.000738403,0.0006214349,0.02061922,0.0399103,0.08908717,0.1208283],"study_design_scores_gemma":[0.001182676,0.0001076653,0.9602171,0.0005283076,0.0005088418,0.0008886197,0.0001726788,0.00003068278,0.001037,0.001273586,0.0339276,0.0001253048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883553,0.0004625725,0.00255035,0.0003678927,0.000329672,0.00008084688,0.000002217025,0.000008158288,0.007842988],"genre_scores_gemma":[0.9976582,0.00008131647,0.001661895,0.00002937857,0.0002621158,8.048388e-7,0.000003370641,0.000009085611,0.0002938274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2586646,"threshold_uncertainty_score":0.2399636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103857940043638,"score_gpt":0.2389877296316922,"score_spread":0.2279491502312558,"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."}}