{"id":"W2416405053","doi":"10.1016/s1052-5149(25)00622-7","title":"DOPPLER SONOGRAPHY OF HEAD AND NECK MASSES IN CHILDREN","year":2000,"lang":"en","type":"article","venue":"Neuroimaging Clinics of North America","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Head and neck; Doppler sonography; Radiology; Neck mass; Ultrasonography; Doppler effect; Anatomy; Surgery","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":[0.00007161118,0.0001566284,0.0005703439,0.0001983104,0.00002599595,0.000004165455,0.0000843981,0.00001938463,0.00006485354],"category_scores_gemma":[0.0001711106,0.0001520352,0.0001057015,0.0005291215,0.0004209368,0.00005922247,0.00004885128,0.0002232986,0.000007059957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005054703,"about_ca_system_score_gemma":0.00003918981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002061699,"about_ca_topic_score_gemma":0.00001462342,"domain_scores_codex":[0.9987155,0.00003728094,0.0005224092,0.0003011461,0.0002011761,0.0002224708],"domain_scores_gemma":[0.9991902,0.0001684681,0.0001723672,0.000323852,0.00006226023,0.00008289288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001139718,0.0001645966,0.8962858,0.00004725669,0.00003940733,0.00002762485,0.0001886798,0.00001326017,0.00001424917,7.454083e-7,0.0003086526,0.1027957],"study_design_scores_gemma":[0.001289463,0.0005524416,0.9935594,0.00008314996,0.00007254145,0.00008300711,0.00002846719,0.00007973722,0.00001961296,0.00001580712,0.004112052,0.0001042805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965402,0.001519756,0.000003303443,0.0003653756,0.00003483275,0.0002457302,0.00002613098,0.00003964484,0.00122499],"genre_scores_gemma":[0.9933869,0.003123266,0.002700236,0.0006624517,0.00004141628,0.000005274152,0.00001361817,0.00002510141,0.00004175672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1026914,"threshold_uncertainty_score":0.6199816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658825153317099,"score_gpt":0.3036335626668523,"score_spread":0.2870453111336813,"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."}}