{"id":"W3161748629","doi":"10.1007/s00247-020-04940-6","title":"Abusive head trauma: neuroimaging mimics and diagnostic complexities","year":2021,"lang":"en","type":"review","venue":"Pediatric Radiology","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Neuroimaging; Pathognomonic; Medicine; Neuroradiology; Head trauma; Poison control; Pediatrics; Intensive care medicine; Psychiatry; Neurology; Surgery; Disease; Pathology; Medical emergency","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":[0.000423906,0.001261236,0.001644562,0.00485485,0.0003591205,0.00155532,0.0011079,0.001457164,0.002326688],"category_scores_gemma":[0.002190481,0.0004318714,0.0004827984,0.004028009,0.000896399,0.002142251,0.0007871347,0.001612581,0.001308706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006732566,"about_ca_system_score_gemma":0.001385916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770334,"about_ca_topic_score_gemma":0.003033353,"domain_scores_codex":[0.9996093,0.00007988465,0.0001015529,0.00007033846,0.0001015273,0.00003749957],"domain_scores_gemma":[0.9990473,0.0005031326,0.0002315235,0.00002399854,0.0001338679,0.0000600915],"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":[0.0000888386,0.00006573822,0.004735122,0.02643199,0.0002424645,0.01430219,0.0002428575,0.0006447349,0.001609633,0.001978268,0.05143073,0.8982275],"study_design_scores_gemma":[0.00004932538,0.0001023495,0.0132577,0.03654296,0.001129809,0.2343348,0.0008792063,0.0005022009,0.000632057,0.005561977,0.7068919,0.0001157532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003460534,0.9976471,0.0001728072,0.0003228747,0.0001866466,0.000006663071,0.00002783413,0.00001098527,0.001279043],"genre_scores_gemma":[0.00242909,0.996119,0.0003065112,0.0003051497,0.0005869635,0.000005441542,0.0000450518,0.000002139787,0.0002006126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00485485,"threshold_uncertainty_score":0.007783592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624029020280263,"score_gpt":0.3389166003531496,"score_spread":0.282676310150347,"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."}}