{"id":"W6902494037","doi":"10.6084/m9.figshare.c.7033012.v1","title":"Early management of adult traumatic spinal cord injury in patients with polytrauma: a consensus and clinical recommendations jointly developed by the World Society of Emergency Surgery (WSES) &amp; the European Association of Neurosurgical Societies (EANS)","year":2024,"lang":"en","type":"other","venue":"The Medicine Forum","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Polytrauma; Delphi method; Multidisciplinary approach; Clinical Practice; Spinal cord injury; MEDLINE; Emergency surgery; Evidence-based 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":[0.005198477,0.0004555255,0.001086585,0.0002153488,0.000105359,0.00001334006,0.0004906016,0.0001325537,0.0003145588],"category_scores_gemma":[0.0002888004,0.0002203771,0.0003422024,0.001191518,0.001099699,0.0000312791,0.0002464324,0.0008494959,0.00004026198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009467568,"about_ca_system_score_gemma":0.00007443224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003782142,"about_ca_topic_score_gemma":0.0008399474,"domain_scores_codex":[0.9941456,0.001746376,0.002110236,0.0004336023,0.001116944,0.0004472637],"domain_scores_gemma":[0.9956675,0.0008612136,0.002469921,0.0006782713,0.0002551474,0.00006793886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005918753,0.0002873224,0.0483004,0.0005461698,0.001195206,9.425134e-7,0.000920014,2.136757e-7,0.000003637485,0.00016167,0.9434813,0.004511295],"study_design_scores_gemma":[0.005837876,0.002306277,0.7637689,0.01220562,0.003534278,0.000004712837,0.00856682,0.00003293769,0.000007400007,0.0006811064,0.202188,0.0008661112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8244483,0.002734093,0.0001060317,0.06889906,0.003282845,0.006654714,0.003057656,0.0002805221,0.09053681],"genre_scores_gemma":[0.7364223,0.004652649,0.0005781655,0.001006396,0.0003891524,0.0001206134,0.0005428597,0.001435294,0.2548526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7412933,"threshold_uncertainty_score":0.8986718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479719798417932,"score_gpt":0.3368112478680593,"score_spread":0.2888392680262661,"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."}}