{"id":"W2161682426","doi":"10.1503/cjs.007311","title":"Natural history of minimal aortic injury following blunt thoracic aortic trauma","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Blunt; Natural history; Thoracic aorta; Aortic rupture; Blunt trauma; Aorta; Surgery; Radiology; Aortic aneurysm; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049367,0.000165032,0.0005727905,0.0005209094,0.00003904115,0.000007541762,0.00007280713,0.00007610853,0.0002553176],"category_scores_gemma":[0.000255454,0.0001368719,0.0006062255,0.0001563089,0.0001188693,0.0003058938,0.00000562604,0.0002186932,0.00001032206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007034688,"about_ca_system_score_gemma":0.002916185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005527926,"about_ca_topic_score_gemma":0.000117886,"domain_scores_codex":[0.9984266,0.00005434024,0.0006450713,0.00009882791,0.0002895356,0.0004856462],"domain_scores_gemma":[0.9980185,0.0001408465,0.0003334587,0.0001793817,0.00009496555,0.001232839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002117378,0.0001881017,0.9504353,0.0001319557,0.0007310957,0.0007032204,0.001111964,2.413093e-7,0.0005883032,0.00002354885,0.008759155,0.03711532],"study_design_scores_gemma":[0.0006243128,0.0001716663,0.9852335,0.0006909535,0.002201331,0.0003873642,0.0008634776,0.00003180715,0.002006022,0.00003900901,0.007440486,0.0003100407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765316,0.02025418,0.000004128388,0.0002160855,0.001671014,0.00008684026,0.000005272404,0.000006490964,0.001224417],"genre_scores_gemma":[0.9984942,0.00001809463,0.0001446599,0.000193321,0.0003518421,0.000002934516,0.000008359591,0.00002705904,0.0007595377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03680528,"threshold_uncertainty_score":0.5581474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05565826027792881,"score_gpt":0.2818322150969656,"score_spread":0.2261739548190368,"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."}}