{"id":"W2047146572","doi":"10.1016/j.carj.2013.03.003","title":"Emergency Trauma Radiology: A Rapidly Expanding and Increasingly Important Branch of Diagnostic Imaging","year":2013,"lang":"en","type":"editorial","venue":"Canadian Association of Radiologists Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Medical emergency; Emergency department; Polytrauma; Emergency medical services; Population; Radiology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001601431,0.001030979,0.001146454,0.004686822,0.001165323,0.007237487,0.001483128,0.004007508,0.02069277],"category_scores_gemma":[0.005874658,0.0006256528,0.0005916533,0.003601943,0.003054129,0.003996884,0.002567445,0.007778382,0.009270934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859729,"about_ca_system_score_gemma":0.00385111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625366,"about_ca_topic_score_gemma":0.004148771,"domain_scores_codex":[0.997638,0.0003514203,0.0002350569,0.0002961431,0.001318883,0.0001605975],"domain_scores_gemma":[0.9894929,0.003640439,0.001389245,0.0003881218,0.003164126,0.001925209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002396127,0.00003243639,0.001285856,0.001869898,0.00002231558,0.0007593386,0.0003665198,0.0001456015,0.0009116183,0.003410197,0.7487746,0.2423977],"study_design_scores_gemma":[0.000006827388,0.00003624077,0.001780086,0.001715682,0.00001051114,0.008303869,0.000329349,0.00009680561,0.00014718,0.002913934,0.9846298,0.0000295512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.002317994,0.7113677,0.007216843,0.1113692,0.08608504,0.0001092661,0.000377611,0.001476543,0.07967985],"genre_scores_gemma":[0.01399866,0.7336217,0.008112525,0.03853751,0.1515531,0.0000840128,0.0005095719,0.0005740363,0.05300886],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02069277,"threshold_uncertainty_score":0.06922418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013836878137611,"score_gpt":0.2866723865286714,"score_spread":0.2765340177472953,"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."}}