{"id":"W4214937820","doi":"10.1016/b978-0-12-819835-3.00008-3","title":"Spine trauma management issues","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Spinal cord injury; Neurointensive care; Trauma center; Surgery; Spinal cord; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004045187,0.0007581262,0.0005198915,0.001274914,0.001343375,0.002455913,0.0007354064,0.002225595,0.1962209],"category_scores_gemma":[0.001102043,0.0003244086,0.0004594721,0.001253459,0.0005412906,0.001609148,0.001656804,0.002403062,0.08448825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008540163,"about_ca_system_score_gemma":0.001602611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002205027,"about_ca_topic_score_gemma":0.009380973,"domain_scores_codex":[0.9997342,0.00003341155,0.00001594136,0.00002664146,0.0001506866,0.00003904909],"domain_scores_gemma":[0.999662,0.00007458941,0.00001858616,0.00001802057,0.000145488,0.00008125612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007303263,0.00004005075,0.0001057407,0.0002080904,0.000003279665,0.0002947306,0.0001178653,0.0001139363,0.0002696116,0.007028553,0.7360156,0.2557953],"study_design_scores_gemma":[0.000001534812,0.000007626315,0.0001641116,0.0002189759,0.000001772048,0.0005620397,0.00005541819,0.00002517886,0.00002685308,0.001879239,0.9970549,0.000002280564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005797192,0.05029945,0.001735718,0.0162003,0.01705882,0.00005145744,0.0001413283,0.0001777927,0.9137555],"genre_scores_gemma":[0.001755243,0.02441128,0.00100313,0.005463255,0.004638236,0.00003117765,0.0001411015,0.00006328264,0.9624931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1962209,"threshold_uncertainty_score":0.6564245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190576581613745,"score_gpt":0.2924548549003955,"score_spread":0.273397196739021,"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."}}