{"id":"W2901173859","doi":"10.3171/foc.2004.17.6.10","title":"Spinal subdural empyema after a dural tear","year":2004,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Subdural empyema; Empyema; Surgery; Laminectomy; Subdural space; Epidural abscess; Abscess; Pneumonia; Anesthesia; Spinal cord; Hematoma","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":[0.00004620766,0.0001924825,0.0002710947,0.00007138743,0.00008335338,0.00003885888,0.00005764383,0.00009598036,0.0007537998],"category_scores_gemma":[0.00004982347,0.000148312,0.000332929,0.0002019935,0.00009553441,0.00007778336,0.00004500281,0.0002716859,0.0005519585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000696402,"about_ca_system_score_gemma":0.00006187692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001074816,"about_ca_topic_score_gemma":0.00001126526,"domain_scores_codex":[0.9986728,0.00002813421,0.0002336174,0.000333394,0.0003288446,0.0004031633],"domain_scores_gemma":[0.999285,0.0000149093,0.00003211884,0.0002611401,0.00005781836,0.0003490261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02539058,0.008405329,0.8261383,0.0007403411,0.0005151078,0.06197717,0.0005524453,0.000126266,0.01431229,0.02182774,0.003657367,0.03635712],"study_design_scores_gemma":[0.006211251,0.002368069,0.969666,0.0001180193,0.0002326196,0.002936889,0.00001317189,0.0000254836,0.002321158,0.001399478,0.0143449,0.0003629567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899958,0.0002689811,0.00001886518,0.003739211,0.0002729129,0.0002343715,0.00000982389,0.0001606565,0.005299418],"genre_scores_gemma":[0.99735,0.00002448379,0.00004320007,0.001760512,0.0004114669,0.0000394616,0.000004107781,0.00003172288,0.0003350906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1435277,"threshold_uncertainty_score":0.8253579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008063076828809109,"score_gpt":0.2586345701584853,"score_spread":0.2505714933296762,"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."}}