{"id":"W2139649840","doi":"10.2214/ajr.178.6.1781541","title":"Vascular Soft-Tissue Tumors in Infancy: Distinguishing Features on Doppler Sonography","year":2002,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Doppler sonography; Soft tissue; Radiology; Vascular Tumors; Doppler effect; Hemangioma","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":[0.000245982,0.000150759,0.0005660326,0.0007199703,0.00006087877,0.00001634792,0.0001494734,0.00005033685,0.0002179511],"category_scores_gemma":[0.0001797569,0.0001219801,0.0002594214,0.0005548357,0.0001857887,0.00009236451,0.00002680537,0.0004504409,0.00002736696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005086031,"about_ca_system_score_gemma":0.0000291215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007091839,"about_ca_topic_score_gemma":0.00002414315,"domain_scores_codex":[0.9986771,0.00008511182,0.0004984709,0.000137666,0.0002708294,0.000330805],"domain_scores_gemma":[0.9990467,0.00005103288,0.0004022966,0.000233638,0.0001232219,0.0001430658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005844459,0.001831037,0.4345965,0.0001621929,0.001692207,0.003543294,0.01257542,0.001586027,0.002085593,0.002577211,0.01737715,0.5213889],"study_design_scores_gemma":[0.006139303,0.008555323,0.8769124,0.0007225226,0.0004489281,0.009123634,0.004546809,0.0003539411,0.0009232247,0.000525506,0.09119208,0.0005563099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921508,0.002453901,0.0005492334,0.002656707,0.0001425839,0.000129713,0.000001560713,0.00001820907,0.001897337],"genre_scores_gemma":[0.9955451,0.0003281367,0.003016448,0.0008242208,0.0001888959,0.000003913867,0.000003132018,0.00002011173,0.00007007735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5208327,"threshold_uncertainty_score":0.4974203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105093277435807,"score_gpt":0.2527528772344625,"score_spread":0.2422435494908818,"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."}}