{"id":"W4413787849","doi":"10.1148/rg.240065","title":"Differential Diagnosis of Echogenic Lesions at Neonatal Head US","year":2025,"lang":"en","type":"review","venue":"Radiographics","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Echogenicity; Differential diagnosis; Head (geology); Radiology; Differential (mechanical device); Ultrasonography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006303263,0.0007934403,0.001391581,0.004669719,0.0002204155,0.001058604,0.0009944765,0.0007554261,0.00224134],"category_scores_gemma":[0.002409785,0.000296539,0.0005121751,0.002519244,0.0007039006,0.001108806,0.0006327807,0.001123437,0.0009583575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003697107,"about_ca_system_score_gemma":0.0009975572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399244,"about_ca_topic_score_gemma":0.002490853,"domain_scores_codex":[0.9996306,0.00007949722,0.0001014263,0.00005059816,0.0001100108,0.00002793033],"domain_scores_gemma":[0.9989614,0.0006509376,0.0001728074,0.0000252869,0.0001497085,0.00003981286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006141906,0.00002607615,0.003137221,0.02557089,0.0002012997,0.005042637,0.0001648653,0.0002627613,0.001395256,0.001174497,0.01606839,0.9468946],"study_design_scores_gemma":[0.00004678836,0.0001398876,0.02425024,0.07901165,0.001254841,0.1831645,0.001229365,0.0003926725,0.00184418,0.005511148,0.7030637,0.00009108605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004001599,0.9985056,0.0001214349,0.0001816625,0.00007978115,0.000003284929,0.00001951928,0.000005830563,0.0006827253],"genre_scores_gemma":[0.002740458,0.9966035,0.0002085322,0.0001338617,0.0001466876,0.00000293311,0.00004415329,0.000001695734,0.0001181773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004669719,"threshold_uncertainty_score":0.007498026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04432130270966221,"score_gpt":0.3489907574897656,"score_spread":0.3046694547801034,"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."}}