{"id":"W2376078360","doi":"","title":"The characteristics in clinic and CT images and Its diagnosis of vertex epidural hematomas","year":2003,"lang":"en","type":"article","venue":"","topic":"Spinal Hematomas and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Vertex (graph theory); Radiology; Conservative treatment; Computed tomography; Leakage (economics); Surgery; Graph","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":[0.0001412603,0.0000555306,0.0001673543,0.00002562707,0.0000424259,0.000007943511,0.00002607732,0.0000150359,0.00006505646],"category_scores_gemma":[0.0002432126,0.00003458272,0.0000191684,0.00007808451,0.00005232625,0.0000246088,0.00001607898,0.00005433155,0.000007875899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005266629,"about_ca_system_score_gemma":0.00001861708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008890146,"about_ca_topic_score_gemma":0.000008105145,"domain_scores_codex":[0.9995248,0.0000191523,0.0002138601,0.00009521228,0.0000573707,0.00008961211],"domain_scores_gemma":[0.99949,0.0002566382,0.00004519692,0.0001221474,0.00003715732,0.00004891206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002643684,0.0001488807,0.9571512,0.0001263351,0.00002286429,0.000012856,0.0000576868,4.379519e-9,0.00041569,0.0353747,0.00088827,0.005775058],"study_design_scores_gemma":[0.0004742455,0.0001064583,0.9905398,0.0000879775,0.00002740702,0.0001418847,0.0001794469,0.00008077262,0.005557238,0.0007396498,0.002013994,0.00005114802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928617,0.002091306,0.000007309595,0.001272523,0.00002225081,0.0001662136,0.000002759027,0.000008909721,0.003566993],"genre_scores_gemma":[0.9973629,0.001790516,0.0001423865,0.0001413343,0.00000567174,0.00003378189,0.000001130091,0.000004977114,0.0005173195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03463506,"threshold_uncertainty_score":0.1410242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682774769049326,"score_gpt":0.3208858715294341,"score_spread":0.2940581238389409,"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."}}