{"id":"W4396920277","doi":"10.1097/pec.0000000000003214","title":"Characteristics of Intracranial Injuries in Pediatric Patients Following Blunt Head Trauma","year":2024,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head trauma; Blunt; Head (geology); Blunt trauma; Emergency medicine; Medical emergency; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004072422,0.0001973124,0.0003408894,0.001155607,0.0003139129,0.0004750153,0.0002877114,0.0002885157,0.001816363],"category_scores_gemma":[0.002602688,0.0001768372,0.0002870467,0.00133243,0.0002996423,0.0006160358,0.0004154916,0.0004043169,0.0002787386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004292387,"about_ca_system_score_gemma":0.000653667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495716,"about_ca_topic_score_gemma":0.002660143,"domain_scores_codex":[0.9995548,0.00004848711,0.00009391111,0.00006622056,0.0001564274,0.00008008548],"domain_scores_gemma":[0.9985126,0.0001567304,0.0009833652,0.00004781293,0.0001525885,0.0001469019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001879808,0.000009204986,0.9991535,0.000004681131,0.000006300544,0.0001466196,0.00003168972,0.00001411159,0.00003985714,0.000006625546,0.00005568072,0.0005130089],"study_design_scores_gemma":[0.000003243505,0.00007531619,0.9974656,0.000009118124,0.000006922085,0.001877051,0.0002633499,0.00005818497,0.00005273304,0.00001190841,0.0001739883,0.00000257373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987887,0.0002119177,0.00005211958,0.00003310746,0.000004528631,0.00001443034,0.0004942822,0.000003576389,0.0003974553],"genre_scores_gemma":[0.9986418,0.0002653241,0.0001090537,0.0000238832,0.00001243247,0.00002155301,0.0008410039,0.000001735176,0.00008318601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002495716,"threshold_uncertainty_score":0.006076336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123975017232286,"score_gpt":0.2763690245787271,"score_spread":0.2639715228554985,"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."}}