{"id":"W2138798455","doi":"10.1016/j.jvs.2014.08.021","title":"Management of Blunt Traumatic Thoracic Aortic Injuries Compared With Clinical Practice Guidelines","year":2014,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Blunt; Perioperative; Retrospective cohort study; Pseudoaneurysm; Injury Severity Score; Trauma center; Surgery; Demographics; Presentation (obstetrics); Aneurysm; Poison control; Injury prevention; Emergency medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004335573,0.0001731035,0.0003724177,0.002055558,0.0008274387,0.002328017,0.0007878972,0.001051199,0.002162869],"category_scores_gemma":[0.07559551,0.0002138394,0.0003622136,0.002424704,0.0004350854,0.001665527,0.001293422,0.001085158,0.000259139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002795877,"about_ca_system_score_gemma":0.004254646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006157481,"about_ca_topic_score_gemma":0.01216072,"domain_scores_codex":[0.991253,0.003740407,0.001731517,0.0006769468,0.002108918,0.0004893097],"domain_scores_gemma":[0.9690028,0.009629007,0.01154044,0.0007662098,0.006243915,0.00281769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008905118,0.001059405,0.7700234,0.0007275934,0.0003032349,0.001389569,0.00303215,0.001152592,0.0002864281,0.001593533,0.01418222,0.2053593],"study_design_scores_gemma":[0.0004650865,0.001571751,0.9561145,0.001878274,0.0003282497,0.003948791,0.01015455,0.004224257,0.0003857104,0.002978164,0.01788371,0.00006698737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935791,0.009647974,0.001247121,0.02903857,0.0005432005,0.0003792762,0.0006984345,0.00007118883,0.02258329],"genre_scores_gemma":[0.9932213,0.002537207,0.001818712,0.001466819,0.0002001418,0.0001020923,0.0003390521,0.00001573018,0.0002989567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006157481,"threshold_uncertainty_score":0.02292895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09443438262064313,"score_gpt":0.4078940089006037,"score_spread":0.3134596262799605,"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."}}