{"id":"W2083948500","doi":"10.1097/00005373-200408000-00130","title":"PROSPECTIVE STUDY OF THE CLINICAL PREDICTORS OF A POSITVE HEAD COMPUTED TOMOGRAPHY SCAN IN BLUNT TRAUMA PATIENTS","year":2004,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computed tomography; Head trauma; Blunt; Medicine; Radiology; Head (geology); Geology; 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":[0.0006882207,0.0003706049,0.0003628586,0.0008842903,0.0008886055,0.0009312078,0.0005828864,0.0011275,0.00315021],"category_scores_gemma":[0.004452094,0.00050054,0.00035453,0.001280104,0.0007128225,0.000791865,0.0004488859,0.001247206,0.0006602989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072799,"about_ca_system_score_gemma":0.001429067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0327328,"about_ca_topic_score_gemma":0.0296133,"domain_scores_codex":[0.9994631,0.0001239221,0.00006365563,0.00007245573,0.0001334593,0.000143388],"domain_scores_gemma":[0.9966708,0.0008938712,0.0008831266,0.0001721102,0.0006301849,0.0007499664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001252399,0.00004289701,0.9993039,0.00000205399,0.00001065494,0.00008927851,0.000027476,0.00001238269,0.00005929307,0.000007108972,0.00007768785,0.0002419848],"study_design_scores_gemma":[0.00001271265,0.0001725737,0.9987906,0.000006504595,0.00001556912,0.00035395,0.0003200237,0.000117597,0.00003440576,0.00001989789,0.0001497399,0.000006531598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984285,0.000175643,0.0000455687,0.0001094163,0.00001202756,0.00001680687,0.0003514144,0.000002626472,0.000858087],"genre_scores_gemma":[0.9993315,0.00008716139,0.00004076385,0.00004701874,0.00001550795,0.00001205554,0.0002957165,0.000001779953,0.0001686993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0327328,"threshold_uncertainty_score":0.06508452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099094511414604,"score_gpt":0.3373842570676595,"score_spread":0.3163933119535134,"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."}}