{"id":"W4385619952","doi":"10.1007/978-3-030-12887-6_21","title":"Wrong-Level Spine Surgery: Introduction of a Protocol for Avoidance of This Complication","year":2023,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Complication; Surgery; Magnetic resonance imaging; Incidence (geometry); Checklist; Spinal cord compression; Radiography; Neuroradiology; Protocol (science); Neurosurgery; Radiology; Spinal cord; Neurology","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":[0.005549604,0.001044218,0.001047211,0.001734819,0.003024926,0.001253614,0.001360188,0.004719518,0.01497911],"category_scores_gemma":[0.01273401,0.0006253592,0.001157783,0.0006643701,0.001036613,0.001628943,0.002147461,0.005717855,0.009534011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012095,"about_ca_system_score_gemma":0.005140111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009892224,"about_ca_topic_score_gemma":0.003435475,"domain_scores_codex":[0.9965711,0.001012579,0.001152476,0.0002626791,0.0006965986,0.0003046071],"domain_scores_gemma":[0.9932372,0.00161937,0.00116585,0.0009435504,0.002022553,0.001011536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00365165,0.008864054,0.010696,0.004649568,0.0001835067,0.006336286,0.002601364,0.002646109,0.0419443,0.009974929,0.3087878,0.5996644],"study_design_scores_gemma":[0.003894029,0.01265335,0.1148878,0.009066876,0.0002774559,0.01661289,0.002334597,0.003487863,0.01935918,0.01861372,0.7975748,0.001237523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1578563,0.01457963,0.2190357,0.1739095,0.0304703,0.2177011,0.004418793,0.006883302,0.1751455],"genre_scores_gemma":[0.1565514,0.02063171,0.52935,0.05227976,0.01385698,0.1481816,0.004868515,0.001232224,0.07304779],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01497911,"threshold_uncertainty_score":0.05011016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09587384474555953,"score_gpt":0.3716085294567105,"score_spread":0.2757346847111509,"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."}}