{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005735307,0.0001630432,0.0005137249,0.0002461864,0.0001179786,0.00001528167,0.0001438386,0.00009251219,0.000008767228],"category_scores_gemma":[0.0002578059,0.000094583,0.0002590694,0.0005484402,0.0004102113,0.000127635,0.00005129435,0.0004787137,2.369073e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008450428,"about_ca_system_score_gemma":0.00005914676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006137117,"about_ca_topic_score_gemma":0.000986682,"domain_scores_codex":[0.997906,0.0002811516,0.0009604,0.0001522601,0.0005172401,0.0001829625],"domain_scores_gemma":[0.998407,0.0002484551,0.0002438789,0.0002192168,0.000758663,0.0001227954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001040097,0.004108931,0.9858625,0.0001649279,0.0001945949,0.000003972453,0.005316976,0.00003021131,0.000009500502,0.0001921855,0.00008160458,0.002994502],"study_design_scores_gemma":[0.006489241,0.01211403,0.9746754,0.0004472797,0.0008111657,0.0000166964,0.004317779,0.000002337425,0.000533635,0.0004925915,0.00001684111,0.00008306638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976903,0.0003145489,0.00002621363,0.0003421737,0.0005122097,0.0007843589,0.00001423106,0.00001076411,0.0003051565],"genre_scores_gemma":[0.9996613,0.00005638783,0.00002683444,0.00008106836,0.0001529358,0.000006054402,0.000001136925,0.00001279976,0.000001530453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01118716,"threshold_uncertainty_score":0.3856983,"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."}}