{"id":"W4413976848","doi":"10.1177/21925682251376321","title":"Retrospective Analysis of Expansile Duraplasty as Surgical Adjunct After Acute Traumatic Spinal Cord Injury","year":2025,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Medicine; Surgery; Retrospective cohort study; Trauma center; Decompression; Single Center; Spinal cord injury; Dura mater; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254785,0.0002744248,0.0005776553,0.00236688,0.000355962,0.0004993317,0.0003800184,0.0003745584,0.001386521],"category_scores_gemma":[0.005611838,0.0003413518,0.0003236182,0.002592053,0.0004381414,0.0004009783,0.0004098071,0.000264089,0.0002644791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004575503,"about_ca_system_score_gemma":0.0008332292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676738,"about_ca_topic_score_gemma":0.002488515,"domain_scores_codex":[0.9983653,0.0004087274,0.0005000118,0.0003138005,0.0002748081,0.0001373206],"domain_scores_gemma":[0.9880558,0.003322203,0.006577675,0.000378105,0.001140454,0.0005257329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003113256,0.00005934872,0.9869392,0.000572747,0.0001046658,0.004015374,0.0001876618,0.00004068935,0.0005431593,0.0000314997,0.0002870649,0.006907277],"study_design_scores_gemma":[0.000035867,0.00100111,0.9809101,0.0001489167,0.0001527987,0.01534065,0.0005813573,0.00007350937,0.0003924205,0.00001762143,0.001331813,0.00001384793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912767,0.006535448,0.0002891016,0.00003419144,0.00001731702,0.0001632476,0.001036008,0.00001159607,0.0006362192],"genre_scores_gemma":[0.9963676,0.002030332,0.0003643151,0.00007140553,0.00004800162,0.00009604349,0.0008955747,0.000003813406,0.0001229085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00236688,"threshold_uncertainty_score":0.006636024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847357765905676,"score_gpt":0.3980283653696804,"score_spread":0.3795547877106237,"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."}}