{"id":"W4412652512","doi":"10.1007/978-3-031-78916-8_54","title":"Traumatic and Nontraumatic Spine Emergencies in Geriatric Patients","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University of Ottawa","funders":"","keywords":"SPINE (molecular biology); Medicine; Medical emergency; Forensic engineering; Engineering; Biology; Bioinformatics","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":[0.0001843209,0.0004826868,0.0003408299,0.0006187132,0.0004490671,0.0008045404,0.0004242215,0.0007419201,0.0415652],"category_scores_gemma":[0.0005404403,0.0001783782,0.0002746114,0.0005646201,0.0002665879,0.0006926727,0.000851098,0.000963222,0.007220185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004044558,"about_ca_system_score_gemma":0.0008224271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042292,"about_ca_topic_score_gemma":0.01190835,"domain_scores_codex":[0.9999254,0.00001700189,0.000005194739,0.000005216036,0.00003341421,0.00001376656],"domain_scores_gemma":[0.9999031,0.00004514478,0.000006738569,0.000002114706,0.00001720081,0.00002567679],"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":[0.0000328149,0.0001466555,0.001555089,0.0006188358,0.000006945028,0.001460088,0.0009142713,0.0005284129,0.0004962693,0.01596837,0.6297731,0.3484991],"study_design_scores_gemma":[0.000006269737,0.00009526609,0.007229642,0.0007536694,0.000006256394,0.00382333,0.0007598315,0.0001571961,0.00007481024,0.006379212,0.9807062,0.000008313081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007266807,0.1764023,0.001885218,0.009949807,0.01076486,0.0001093709,0.0004223892,0.0001019033,0.7930973],"genre_scores_gemma":[0.01637396,0.1107483,0.002351346,0.005966191,0.003841684,0.00006949285,0.0003598539,0.00004532915,0.8602438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0415652,"threshold_uncertainty_score":0.1390495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400912473614793,"score_gpt":0.2680127194633159,"score_spread":0.254003594727168,"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."}}