{"id":"W4376109175","doi":"10.1097/pec.0000000000002967","title":"Pediatric Blunt Cerebrovascular Injuries","year":2023,"lang":"en","type":"review","venue":"Pediatric Emergency Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal General Hospital; Montreal Children's Hospital","funders":"","keywords":"Medicine; Glasgow Coma Scale; Digital subtraction angiography; Injury Severity Score; Blunt trauma; Blunt; Stroke (engine); Trauma center; Pediatric trauma; Guideline; Asymptomatic; Skull fracture; Vertebral artery; Radiology; Computed tomography angiography; Population; Angiography; Surgery; Head injury; Poison control; Retrospective cohort study; Emergency medicine; Injury prevention","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003991541,0.001106695,0.003280936,0.001046268,0.0002710917,0.00003413636,0.0006394774,0.0007447213,0.0009490236],"category_scores_gemma":[0.0005313426,0.0009003338,0.00355962,0.003326474,0.00005228887,0.0001183634,0.0002569993,0.00111997,0.002515422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771318,"about_ca_system_score_gemma":0.0008825943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002867447,"about_ca_topic_score_gemma":0.00001132367,"domain_scores_codex":[0.9943758,0.0002923675,0.00193411,0.001355381,0.001180151,0.0008622087],"domain_scores_gemma":[0.9967651,0.0002083631,0.0007009321,0.001605811,0.0003030389,0.0004167654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001539758,0.0002431016,0.009967173,0.5619729,0.001513774,0.000209079,0.0009728227,0.00000103439,2.791257e-8,0.0001724934,0.08262224,0.34231],"study_design_scores_gemma":[0.0003972706,0.0002071283,0.00143068,0.0009920966,0.02409805,0.00005993571,0.0001748436,3.473314e-7,3.160517e-7,0.00004760486,0.9715914,0.001000304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004268787,0.9905279,0.000008487119,0.00001916328,0.004126498,0.002092327,0.000289448,0.0007072384,0.001802097],"genre_scores_gemma":[0.00004085622,0.9891481,0.0001047219,0.00002514699,0.007434804,0.0006017392,0.0008620417,0.0003308224,0.001451717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8889692,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05936419855640389,"score_gpt":0.3491812970775073,"score_spread":0.2898170985211034,"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."}}