{"id":"W2073120889","doi":"10.1097/brs.0b013e3181d830c1","title":"Does Early Fracture Fixation of Thoracolumbar Spine Fractures Decrease Morbidity or Mortality?","year":2010,"lang":"en","type":"review","venue":"Spine","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Spinal fracture; Quality of evidence; Spinal trauma; Evidence-based medicine; Spinal column; Grading (engineering); Incidence (geometry); Surgery; Intensive care medicine; Emergency medicine; Randomized controlled trial","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004559803,0.0007366898,0.002711726,0.0003977487,0.00009815301,0.00005335209,0.0003708785,0.00144523,0.002868743],"category_scores_gemma":[0.001359274,0.0003705798,0.0008858509,0.0005206057,0.0001717846,0.0001816765,0.00009807915,0.001663559,0.00002764564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009538558,"about_ca_system_score_gemma":0.0007619474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008443322,"about_ca_topic_score_gemma":0.0001991927,"domain_scores_codex":[0.9967808,0.0001049991,0.001310366,0.0006935161,0.0007275003,0.0003828056],"domain_scores_gemma":[0.9963449,0.00005767171,0.001516811,0.001251583,0.0004054157,0.0004236257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001195071,0.0005327899,0.0003851925,0.0228179,0.0005088179,0.0001754639,0.00004868024,5.011465e-7,0.0001728341,0.0001429831,0.005022117,0.9700732],"study_design_scores_gemma":[0.0003759521,0.000669871,0.02074236,0.008175851,0.002289029,0.00005734038,0.000005444693,0.000003596201,0.000916706,0.0002274461,0.9660634,0.000472949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001912324,0.9908845,0.001719005,0.0004198896,0.0007086973,0.003101939,0.0002076359,0.0003546028,0.0006913395],"genre_scores_gemma":[0.002046625,0.9862747,0.005385275,0.000639883,0.001804562,0.0001945877,0.00115992,0.0001417373,0.002352775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9696003,"threshold_uncertainty_score":0.9998746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395406159980146,"score_gpt":0.4081000553817047,"score_spread":0.3641459937819032,"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."}}