{"id":"W4396608727","doi":"10.1016/j.bas.2024.102825","title":"Under pressure - A historical vignette on surgical timing in traumatic spinal cord injury","year":2024,"lang":"en","type":"article","venue":"Brain and Spine","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Vignette; Spinal cord injury; Medicine; Spinal cord; Physical medicine and rehabilitation; Surgery; Anesthesia; Psychology; Social psychology; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01308469,0.000592127,0.0007517522,0.002328775,0.00635848,0.00416239,0.001349304,0.00757821,0.002784201],"category_scores_gemma":[0.04503657,0.0005104155,0.0009195191,0.004336084,0.008088231,0.008772908,0.003549742,0.01286671,0.0004118047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006067093,"about_ca_system_score_gemma":0.006526486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005691965,"about_ca_topic_score_gemma":0.01301103,"domain_scores_codex":[0.9877506,0.009149759,0.001127015,0.0005305955,0.0009696664,0.0004724071],"domain_scores_gemma":[0.9615213,0.03219773,0.003302932,0.0004022446,0.001607176,0.0009686471],"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":[0.0003067361,0.0001054356,0.008212555,0.01464779,0.0001930791,0.0731856,0.1568702,0.0008714612,0.0004901389,0.2756389,0.3174587,0.1520194],"study_design_scores_gemma":[0.00002959126,0.000133388,0.003174512,0.02539566,0.0001352711,0.05875627,0.09270925,0.0001632463,0.0003373427,0.03304259,0.7859415,0.000181368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01677115,0.2947015,0.002135688,0.6610633,0.01180453,0.0000737517,0.0002069931,0.00002317871,0.01322005],"genre_scores_gemma":[0.255724,0.4020327,0.00273709,0.3021444,0.03315281,0.0002575277,0.000210778,0.00005445698,0.003686211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9936415,"threshold_uncertainty_score":0.06919932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08431654502743603,"score_gpt":0.4120681102544994,"score_spread":0.3277515652270634,"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."}}