{"id":"W1969512539","doi":"10.1097/00005373-200003000-00027","title":"Aortic Root Trauma: Serious Injuries Requiring Early Recognition and Management","year":2000,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada; Sunnybrook Health Science Centre","funders":"","keywords":"George (robot); Psychology; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003841278,0.0001904454,0.0003081752,0.0001867732,0.0003188285,0.000115858,0.00006454038,0.00008481576,0.0002516745],"category_scores_gemma":[0.00006116811,0.0001387134,0.0001118971,0.000188191,0.0002700344,0.0003996568,0.00002632278,0.0003136665,0.00001620465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000538859,"about_ca_system_score_gemma":0.00001190906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001201127,"about_ca_topic_score_gemma":0.00007154638,"domain_scores_codex":[0.9986734,0.0001037837,0.0004753458,0.0001663007,0.0003190508,0.000262076],"domain_scores_gemma":[0.9992278,0.0001210544,0.00007369597,0.0001550677,0.0002306675,0.0001917022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001691364,0.000337078,0.07325023,0.001309291,0.0002918966,0.00006925807,0.003701112,0.000004062009,0.00008282271,0.0004980964,0.001406707,0.9173581],"study_design_scores_gemma":[0.002100145,0.003333317,0.9806566,0.000635316,0.001967629,0.0003760768,0.001956687,0.000006705687,0.0009145643,0.003931951,0.003858089,0.0002628709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914896,0.001737433,0.00009704151,0.001361611,0.0002115816,0.000277512,0.000008048046,0.00004325872,0.004773858],"genre_scores_gemma":[0.9961152,0.003023744,0.0001125219,0.0002909608,0.0003173952,0.000009719563,0.00000351593,0.00002173184,0.0001052005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9170952,"threshold_uncertainty_score":0.5656567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225451476073885,"score_gpt":0.2978532737700714,"score_spread":0.2753081261626829,"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."}}