{"id":"W2607380772","doi":"10.1177/2192568216687754","title":"Epidural Hematoma Following Cervical Spine Surgery","year":2017,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spinal Hematomas and Complications","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Epidural hematoma; Hematoma; Surgery; Incidence (geometry); Complication; Retrospective cohort study; Postoperative 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":[0.0003640974,0.0002044961,0.0005396015,0.00006133057,0.0008885356,0.0002413889,0.0003230325,0.00009912541,0.0002956579],"category_scores_gemma":[0.0003916456,0.0001630058,0.0006194153,0.0001317083,0.00007432397,0.0002549761,0.0001297115,0.0003131,0.000175211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816713,"about_ca_system_score_gemma":0.000223443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004218527,"about_ca_topic_score_gemma":0.00001337815,"domain_scores_codex":[0.9982676,0.00002302352,0.0005278304,0.0002312504,0.0004805873,0.0004696998],"domain_scores_gemma":[0.9983047,0.000008152412,0.000333601,0.0006530357,0.000161638,0.000538909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001556861,0.0008548005,0.8430002,0.0001982245,0.000637461,0.004116561,0.00003018731,0.000003127981,0.001718681,0.01704793,0.0367142,0.095523],"study_design_scores_gemma":[0.0009670214,0.0001296463,0.9731141,0.0003919764,0.0001376612,0.01168487,0.00003045669,0.000144915,0.0001500361,0.001790906,0.01127821,0.0001802363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619289,0.001171859,0.004387873,0.01756426,0.001101653,0.0001689352,0.000005226687,0.00008536319,0.01358591],"genre_scores_gemma":[0.9924127,0.00006257388,0.005078964,0.0007712485,0.00120331,0.000007528526,0.000007373218,0.00001707478,0.0004392103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1301139,"threshold_uncertainty_score":0.6833987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03916358584266323,"score_gpt":0.3578305619186239,"score_spread":0.3186669760759607,"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."}}