{"id":"W4389223402","doi":"10.1227/neu.0000000000002767","title":"Treatment of Acute Traumatic Central Cord Syndrome: A Study of North American Trauma Centers","year":2023,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Odds ratio; Injury Severity Score; Spinal cord injury; Emergency department; Emergency medicine; Pediatrics; Surgery; Injury prevention; Poison control; Internal medicine; Spinal cord","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":[0.00008535451,0.0001945389,0.0008117456,0.000473479,0.00003670169,0.000007219184,0.0001150756,0.00001833874,0.00003113655],"category_scores_gemma":[0.00006128709,0.0001604164,0.0002338436,0.001636043,0.0001642971,0.00004504556,0.00003475661,0.0001131001,0.00002342063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008321619,"about_ca_system_score_gemma":0.00008230318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003615703,"about_ca_topic_score_gemma":0.00006592659,"domain_scores_codex":[0.9978455,0.0001326784,0.0005555159,0.0003237035,0.0006484814,0.0004940661],"domain_scores_gemma":[0.9988077,0.0001995087,0.0001990687,0.0004994758,0.00007747764,0.0002167221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003703509,0.002972175,0.9514467,0.0001214082,0.0003912974,0.002432358,0.0003872901,0.000007762076,0.001612058,4.283353e-7,0.0003722726,0.03655276],"study_design_scores_gemma":[0.001504151,0.0360448,0.9603328,0.00003226801,0.0002426113,0.0001838556,0.0004653574,0.0001691817,0.0008582229,3.606804e-7,0.00007816091,0.00008825309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984528,0.000008130902,0.000001365309,0.0001595582,0.0002377458,0.0009278471,0.00006327203,0.00008494663,0.0000643145],"genre_scores_gemma":[0.9994082,0.0001285052,0.00001698808,0.0000331307,0.00002311352,0.00006130464,0.0000313219,0.00004092135,0.0002564912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03646451,"threshold_uncertainty_score":0.6541591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07327270265121624,"score_gpt":0.3666739953583243,"score_spread":0.2934012927071081,"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."}}