{"id":"W1971555977","doi":"10.1097/brs.0b013e31824586a8","title":"The Frequency and Treatment of Dural Tears and Cerebrospinal Fluid Leakage in 266 Patients With Thoracic Myelopathy Caused by Ossification of the Ligamentum Flavum","year":2011,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada); Discovery Air (Canada)","funders":"","keywords":"Medicine; Surgery; Cerebrospinal fluid; Fibrin glue; Cerebrospinal fluid leak; Ossification; Tears; Myelopathy; Heterotopic ossification; Cerebrospinal Fluid Leakage; Subdural effusion; Meningitis; Spinal cord; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001064934,0.0001268906,0.0002284469,0.00003339193,0.00006224226,0.000005675164,0.00006048114,0.00004465539,0.00002003041],"category_scores_gemma":[0.00002523115,0.00005977671,0.00002972822,0.0001706981,0.0002193583,0.00004447635,0.0000275054,0.00006835858,9.028773e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003680901,"about_ca_system_score_gemma":0.00003582332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002723387,"about_ca_topic_score_gemma":0.0001050319,"domain_scores_codex":[0.9991672,0.00004367092,0.0002795466,0.0001756683,0.0001842252,0.0001496668],"domain_scores_gemma":[0.9994562,0.00001377038,0.0001376231,0.000260638,0.00006928547,0.00006245929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003839392,0.0004451334,0.9000884,0.00008901487,0.0000365045,0.000002938938,0.001568739,4.404137e-8,0.01177275,0.0001992686,0.000005773208,0.08540754],"study_design_scores_gemma":[0.001289045,0.001429907,0.9838388,0.0001236453,0.00006252408,0.000003523526,0.0001815963,0.00001739546,0.01273351,0.0001604789,0.00009301123,0.00006657972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977615,0.0008187072,0.000009628943,0.0003650258,0.00004118974,0.0005167862,0.00002012654,0.000007505466,0.0004594584],"genre_scores_gemma":[0.9992875,0.0002887135,0.0001607443,0.00002637045,0.00001510059,0.00002382465,0.0000120872,0.00001079047,0.0001748585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08534096,"threshold_uncertainty_score":0.2437623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337916754821505,"score_gpt":0.2363881772598495,"score_spread":0.2230090097116345,"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."}}