{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001239479,0.0002717201,0.0004785286,0.0004216838,0.0001992919,0.00005581785,0.00008522551,0.0001825821,0.0001095543],"category_scores_gemma":[0.0001921188,0.0001907635,0.000182638,0.0002508363,0.00009130839,0.0001206347,0.0002980116,0.0004657654,0.00001541016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005060061,"about_ca_system_score_gemma":0.00006362396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008468731,"about_ca_topic_score_gemma":0.00000158024,"domain_scores_codex":[0.9986683,0.0000539871,0.000398474,0.00040062,0.0002128114,0.0002658271],"domain_scores_gemma":[0.9988858,0.000388614,0.0001341638,0.0003596634,0.00007134614,0.0001604315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004255137,0.0009247911,0.6395005,0.0004267571,0.0002131025,0.001123862,0.0003912571,0.0000358937,0.01355573,0.0004242353,0.3187833,0.02036542],"study_design_scores_gemma":[0.0009651713,0.00055778,0.9781418,0.0004889904,0.00007814775,0.0001776906,0.00005488425,0.0002879961,0.006678818,0.0007480225,0.01161102,0.0002097151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835498,0.0003076931,0.000535674,0.01079094,0.0008745186,0.0003806655,0.00002017498,0.00025608,0.003284494],"genre_scores_gemma":[0.9901404,0.00008514224,0.00009368499,0.008374814,0.00008603669,0.00002188006,0.00003053274,0.00002434949,0.001143165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3386413,"threshold_uncertainty_score":0.7779111,"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."}}