{"id":"W7106119641","doi":"10.1016/j.inat.2025.102150","title":"Consult and kyphoplasty delay impacts on geriatric vertebral compression fracture outcomes","year":2025,"lang":"en","type":"article","venue":"Interdisciplinary Neurosurgery","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital; McMaster University","funders":"","keywords":"Radiography; Radiological weapon; Vertebral compression fracture; Retrospective cohort study; Deformity; Cohort; Lumbar","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":[0.0004719788,0.0002161076,0.0002696763,0.000650468,0.000387837,0.0006746693,0.0003511056,0.0005200478,0.002683101],"category_scores_gemma":[0.004887043,0.0002083822,0.000408155,0.0008890455,0.0001707226,0.0004845305,0.0005674801,0.0007781386,0.0002558078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005073584,"about_ca_system_score_gemma":0.0008798146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01603675,"about_ca_topic_score_gemma":0.0265908,"domain_scores_codex":[0.9995559,0.00006268508,0.00006492978,0.00009197139,0.00008456955,0.0001399129],"domain_scores_gemma":[0.9967458,0.0004087892,0.001961268,0.00009242474,0.0002558708,0.0005358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004312452,0.00002581589,0.9992731,0.000004993492,0.00001962294,0.00005224835,0.00002158774,0.00001591988,0.00002274937,0.000004912897,0.00003549993,0.0004803647],"study_design_scores_gemma":[0.000002197954,0.00004882607,0.9995585,0.000005554608,0.00001497785,0.0001506195,0.00008929002,0.00006302368,0.00001060714,0.00000840645,0.00004633396,0.000001734495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999089,0.0002750114,0.00001831002,0.00005002321,0.000006625794,0.000004402804,0.0002847361,0.000001105415,0.0002708056],"genre_scores_gemma":[0.9995394,0.00008773869,0.00002338,0.0000148763,0.00001015049,0.000002608338,0.0002401221,6.168049e-7,0.00008120533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603675,"threshold_uncertainty_score":0.03188682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081284939766003,"score_gpt":0.3242692257302225,"score_spread":0.3134563763325625,"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."}}